--- language: - en base_model: - google/gemma-2-9b-it license: gemma model-index: - name: google/Gemma-Embeddings-v1.0 results: - dataset: config: en name: MTEB AmazonCounterfactualClassification (en) revision: e8379541af4e31359cca9fbcf4b00f2671dba205 split: test type: mteb/amazon_counterfactual metrics: - type: accuracy value: 94.6269 - type: f1 value: 91.9315 - type: f1_weighted value: 94.77029999999999 - type: ap value: 77.8258 - type: ap_weighted value: 77.8258 - type: main_score value: 94.6269 task: type: Classification - dataset: config: default name: MTEB AmazonPolarityClassification (default) revision: e2d317d38cd51312af73b3d32a06d1a08b442046 split: test type: mteb/amazon_polarity metrics: - type: accuracy value: 97.0382 - type: f1 value: 97.0377 - type: f1_weighted value: 97.0377 - type: ap value: 95.8721 - type: ap_weighted value: 95.8721 - type: main_score value: 97.0382 task: type: Classification - dataset: config: en name: MTEB AmazonReviewsClassification (en) revision: 1399c76144fd37290681b995c656ef9b2e06e26d split: test type: mteb/amazon_reviews_multi metrics: - type: accuracy value: 65.30799999999999 - type: f1 value: 64.4521 - type: f1_weighted value: 64.4521 - type: main_score value: 65.30799999999999 task: type: Classification - dataset: config: default name: MTEB ArguAna (default) revision: c22ab2a51041ffd869aaddef7af8d8215647e41a split: test type: mteb/arguana metrics: - type: ndcg_at_1 value: 69.844 - type: ndcg_at_3 value: 82.047 - type: ndcg_at_5 value: 83.734 - type: ndcg_at_10 value: 84.821 - type: ndcg_at_20 value: 85.051 - type: ndcg_at_100 value: 85.231 - type: ndcg_at_1000 value: 85.231 - type: map_at_1 value: 69.844 - type: map_at_3 value: 79.125 - type: map_at_5 value: 80.071 - type: map_at_10 value: 80.537 - type: map_at_20 value: 80.598 - type: map_at_100 value: 80.626 - type: map_at_1000 value: 80.626 - type: recall_at_1 value: 69.844 - type: recall_at_3 value: 90.469 - type: recall_at_5 value: 94.523 - type: recall_at_10 value: 97.795 - type: recall_at_20 value: 98.72 - type: recall_at_100 value: 99.644 - type: recall_at_1000 value: 99.644 - type: precision_at_1 value: 69.844 - type: precision_at_3 value: 30.156 - type: precision_at_5 value: 18.905 - type: precision_at_10 value: 9.78 - type: precision_at_20 value: 4.936 - type: precision_at_100 value: 0.996 - type: precision_at_1000 value: 0.1 - type: mrr_at_1 value: 70.0569 - type: mrr_at_3 value: 79.20819999999999 - type: mrr_at_5 value: 80.1541 - type: mrr_at_10 value: 80.6206 - type: mrr_at_20 value: 80.6819 - type: mrr_at_100 value: 80.7099 - type: mrr_at_1000 value: 80.7099 - type: nauc_ndcg_at_1_max value: 4.4853 - type: nauc_ndcg_at_1_std value: -32.4139 - type: nauc_ndcg_at_1_diff1 value: 54.961000000000006 - type: nauc_ndcg_at_3_max value: 10.9114 - type: nauc_ndcg_at_3_std value: -33.466499999999996 - type: nauc_ndcg_at_3_diff1 value: 50.809599999999996 - type: nauc_ndcg_at_5_max value: 8.2551 - type: nauc_ndcg_at_5_std value: -33.0891 - type: nauc_ndcg_at_5_diff1 value: 50.942600000000006 - type: nauc_ndcg_at_10_max value: 8.9955 - type: nauc_ndcg_at_10_std value: -33.372 - type: nauc_ndcg_at_10_diff1 value: 52.88420000000001 - type: nauc_ndcg_at_20_max value: 8.0304 - type: nauc_ndcg_at_20_std value: -33.2286 - type: nauc_ndcg_at_20_diff1 value: 52.56459999999999 - type: nauc_ndcg_at_100_max value: 7.7877 - type: nauc_ndcg_at_100_std value: -32.5506 - type: nauc_ndcg_at_100_diff1 value: 52.207800000000006 - type: nauc_ndcg_at_1000_max value: 7.7877 - type: nauc_ndcg_at_1000_std value: -32.5506 - type: nauc_ndcg_at_1000_diff1 value: 52.207800000000006 - type: nauc_map_at_1_max value: 4.4853 - type: nauc_map_at_1_std value: -32.4139 - type: nauc_map_at_1_diff1 value: 54.961000000000006 - type: nauc_map_at_3_max value: 8.5875 - type: nauc_map_at_3_std value: -33.1539 - type: nauc_map_at_3_diff1 value: 51.7761 - type: nauc_map_at_5_max value: 7.2324 - type: nauc_map_at_5_std value: -32.9639 - type: nauc_map_at_5_diff1 value: 51.9064 - type: nauc_map_at_10_max value: 7.4474 - type: nauc_map_at_10_std value: -33.0762 - type: nauc_map_at_10_diff1 value: 52.580400000000004 - type: nauc_map_at_20_max value: 7.2379999999999995 - type: nauc_map_at_20_std value: -33.056400000000004 - type: nauc_map_at_20_diff1 value: 52.5111 - type: nauc_map_at_100_max value: 7.210800000000001 - type: nauc_map_at_100_std value: -32.9841 - type: nauc_map_at_100_diff1 value: 52.469100000000005 - type: nauc_map_at_1000_max value: 7.210800000000001 - type: nauc_map_at_1000_std value: -32.9841 - type: nauc_map_at_1000_diff1 value: 52.469100000000005 - type: nauc_recall_at_1_max value: 4.4853 - type: nauc_recall_at_1_std value: -32.4139 - type: nauc_recall_at_1_diff1 value: 54.961000000000006 - type: nauc_recall_at_3_max value: 24.187 - type: nauc_recall_at_3_std value: -35.2013 - type: nauc_recall_at_3_diff1 value: 45.690599999999996 - type: nauc_recall_at_5_max value: 16.9677 - type: nauc_recall_at_5_std value: -34.041700000000006 - type: nauc_recall_at_5_diff1 value: 42.5248 - type: nauc_recall_at_10_max value: 43.9168 - type: nauc_recall_at_10_std value: -39.8657 - type: nauc_recall_at_10_diff1 value: 66.1909 - type: nauc_recall_at_20_max value: 29.317300000000003 - type: nauc_recall_at_20_std value: -37.4268 - type: nauc_recall_at_20_diff1 value: 62.67660000000001 - type: nauc_recall_at_100_max value: 37.0551 - type: nauc_recall_at_100_std value: 85.8517 - type: nauc_recall_at_100_diff1 value: 21.2768 - type: nauc_recall_at_1000_max value: 37.0551 - type: nauc_recall_at_1000_std value: 85.8517 - type: nauc_recall_at_1000_diff1 value: 21.2768 - type: nauc_precision_at_1_max value: 4.4853 - type: nauc_precision_at_1_std value: -32.4139 - type: nauc_precision_at_1_diff1 value: 54.961000000000006 - type: nauc_precision_at_3_max value: 24.187 - type: nauc_precision_at_3_std value: -35.2013 - type: nauc_precision_at_3_diff1 value: 45.690599999999996 - type: nauc_precision_at_5_max value: 16.9677 - type: nauc_precision_at_5_std value: -34.041700000000006 - type: nauc_precision_at_5_diff1 value: 42.5248 - type: nauc_precision_at_10_max value: 43.9168 - type: nauc_precision_at_10_std value: -39.8657 - type: nauc_precision_at_10_diff1 value: 66.1909 - type: nauc_precision_at_20_max value: 29.317300000000003 - type: nauc_precision_at_20_std value: -37.4268 - type: nauc_precision_at_20_diff1 value: 62.67660000000001 - type: nauc_precision_at_100_max value: 37.0551 - type: nauc_precision_at_100_std value: 85.8517 - type: nauc_precision_at_100_diff1 value: 21.2768 - type: nauc_precision_at_1000_max value: 37.0551 - type: nauc_precision_at_1000_std value: 85.8517 - type: nauc_precision_at_1000_diff1 value: 21.2768 - type: nauc_mrr_at_1_max value: 4.6327 - type: nauc_mrr_at_1_std value: -32.4116 - type: nauc_mrr_at_1_diff1 value: 54.4129 - type: nauc_mrr_at_3_max value: 8.6301 - type: nauc_mrr_at_3_std value: -33.264700000000005 - type: nauc_mrr_at_3_diff1 value: 51.452 - type: nauc_mrr_at_5_max value: 7.273899999999999 - type: nauc_mrr_at_5_std value: -33.0802 - type: nauc_mrr_at_5_diff1 value: 51.5652 - type: nauc_mrr_at_10_max value: 7.4876 - type: nauc_mrr_at_10_std value: -33.2021 - type: nauc_mrr_at_10_diff1 value: 52.2296 - type: nauc_mrr_at_20_max value: 7.277699999999999 - type: nauc_mrr_at_20_std value: -33.1827 - type: nauc_mrr_at_20_diff1 value: 52.15880000000001 - type: nauc_mrr_at_100_max value: 7.249999999999999 - type: nauc_mrr_at_100_std value: -33.110299999999995 - type: nauc_mrr_at_100_diff1 value: 52.1158 - type: nauc_mrr_at_1000_max value: 7.249999999999999 - type: nauc_mrr_at_1000_std value: -33.110299999999995 - type: nauc_mrr_at_1000_diff1 value: 52.1158 - type: main_score value: 84.821 task: type: Retrieval - dataset: config: default name: MTEB ArxivClusteringP2P (default) revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d split: test type: mteb/arxiv-clustering-p2p metrics: - type: v_measure value: 54.8264 - type: v_measure_std value: 14.505199999999999 - type: main_score value: 54.8264 task: type: Clustering - dataset: config: default name: MTEB ArxivClusteringS2S (default) revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53 split: test type: mteb/arxiv-clustering-s2s metrics: - type: v_measure value: 50.022299999999994 - type: v_measure_std value: 14.4899 - type: main_score value: 50.022299999999994 task: type: Clustering - dataset: config: default name: MTEB AskUbuntuDupQuestions (default) revision: 2000358ca161889fa9c082cb41daa8dcfb161a54 split: test type: mteb/askubuntudupquestions-reranking metrics: - type: map value: 65.6388 - type: mrr value: 79.3677 - type: nAUC_map_max value: 31.682900000000004 - type: nAUC_map_std value: 20.0437 - type: nAUC_map_diff1 value: 8.7821 - type: nAUC_mrr_max value: 44.033 - type: nAUC_mrr_std value: 33.0875 - type: nAUC_mrr_diff1 value: 17.7949 - type: main_score value: 65.6388 task: type: Reranking - dataset: config: default name: MTEB BIOSSES (default) revision: d3fb88f8f02e40887cd149695127462bbcf29b4a split: test type: mteb/biosses-sts metrics: - type: pearson value: 89.9755 - type: spearman value: 89.8099 - type: cosine_pearson value: 89.9755 - type: cosine_spearman value: 89.8099 - type: manhattan_pearson value: 87.7735 - type: manhattan_spearman value: 89.57310000000001 - type: euclidean_pearson value: 87.708 - type: euclidean_spearman value: 89.8099 - type: main_score value: 89.8099 task: type: STS - dataset: config: default name: MTEB Banking77Classification (default) revision: 0fd18e25b25c072e09e0d92ab615fda904d66300 split: test type: mteb/banking77 metrics: - type: accuracy value: 93.16879999999999 - type: f1 value: 93.1524 - type: f1_weighted value: 93.1524 - type: main_score value: 93.16879999999999 task: type: Classification - dataset: config: default name: MTEB BiorxivClusteringP2P (default) revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40 split: test type: mteb/biorxiv-clustering-p2p metrics: - type: v_measure value: 54.024499999999996 - type: v_measure_std value: 1.0512000000000001 - type: main_score value: 54.024499999999996 task: type: Clustering - dataset: config: default name: MTEB BiorxivClusteringS2S (default) revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908 split: test type: mteb/biorxiv-clustering-s2s metrics: - type: v_measure value: 50.925799999999995 - type: v_measure_std value: 1.024 - type: main_score value: 50.925799999999995 task: type: Clustering - dataset: config: default name: MTEB CQADupstackAndroidRetrieval (default) revision: f46a197baaae43b4f621051089b82a364682dfeb split: test type: mteb/cqadupstack-android metrics: - type: ndcg_at_1 value: 47.067 - type: ndcg_at_3 value: 53.561 - type: ndcg_at_5 value: 56.497 - type: ndcg_at_10 value: 59.916000000000004 - type: ndcg_at_20 value: 61.814 - type: ndcg_at_100 value: 64.34 - type: ndcg_at_1000 value: 65.45299999999999 - type: map_at_1 value: 38.668 - type: map_at_3 value: 47.897 - type: map_at_5 value: 50.56699999999999 - type: map_at_10 value: 52.737 - type: map_at_20 value: 53.581 - type: map_at_100 value: 54.254000000000005 - type: map_at_1000 value: 54.339000000000006 - type: recall_at_1 value: 38.668 - type: recall_at_3 value: 56.269999999999996 - type: recall_at_5 value: 64.259 - type: recall_at_10 value: 74.05199999999999 - type: recall_at_20 value: 80.569 - type: recall_at_100 value: 91.43900000000001 - type: recall_at_1000 value: 98.257 - type: precision_at_1 value: 47.067 - type: precision_at_3 value: 25.799 - type: precision_at_5 value: 18.826999999999998 - type: precision_at_10 value: 11.716999999999999 - type: precision_at_20 value: 6.81 - type: precision_at_100 value: 1.7579999999999998 - type: precision_at_1000 value: 0.208 - type: mrr_at_1 value: 47.0672 - type: mrr_at_3 value: 55.555600000000005 - type: mrr_at_5 value: 57.257999999999996 - type: mrr_at_10 value: 58.383300000000006 - type: mrr_at_20 value: 58.7298 - type: mrr_at_100 value: 58.9092 - type: mrr_at_1000 value: 58.93659999999999 - type: nauc_ndcg_at_1_max value: 32.7003 - type: nauc_ndcg_at_1_std value: -9.8787 - type: nauc_ndcg_at_1_diff1 value: 53.543 - type: nauc_ndcg_at_3_max value: 32.6312 - type: nauc_ndcg_at_3_std value: -8.7036 - type: nauc_ndcg_at_3_diff1 value: 52.727599999999995 - type: nauc_ndcg_at_5_max value: 32.8095 - type: nauc_ndcg_at_5_std value: -6.3161 - type: nauc_ndcg_at_5_diff1 value: 51.804399999999994 - type: nauc_ndcg_at_10_max value: 32.1689 - type: nauc_ndcg_at_10_std value: -8.144 - type: nauc_ndcg_at_10_diff1 value: 51.0188 - type: nauc_ndcg_at_20_max value: 32.5967 - type: nauc_ndcg_at_20_std value: -7.3793 - type: nauc_ndcg_at_20_diff1 value: 51.698100000000004 - type: nauc_ndcg_at_100_max value: 33.3382 - type: nauc_ndcg_at_100_std value: -6.383900000000001 - type: nauc_ndcg_at_100_diff1 value: 51.465700000000005 - type: nauc_ndcg_at_1000_max value: 32.7849 - type: nauc_ndcg_at_1000_std value: -7.0913 - type: nauc_ndcg_at_1000_diff1 value: 51.4944 - type: nauc_map_at_1_max value: 26.2488 - type: nauc_map_at_1_std value: -11.1918 - type: nauc_map_at_1_diff1 value: 55.12629999999999 - type: nauc_map_at_3_max value: 30.157600000000002 - type: nauc_map_at_3_std value: -10.802299999999999 - type: nauc_map_at_3_diff1 value: 54.13440000000001 - type: nauc_map_at_5_max value: 31.088500000000003 - type: nauc_map_at_5_std value: -9.0711 - type: nauc_map_at_5_diff1 value: 53.729000000000006 - type: nauc_map_at_10_max value: 31.3165 - type: nauc_map_at_10_std value: -9.6771 - type: nauc_map_at_10_diff1 value: 53.3998 - type: nauc_map_at_20_max value: 31.5896 - type: nauc_map_at_20_std value: -9.163499999999999 - type: nauc_map_at_20_diff1 value: 53.436499999999995 - type: nauc_map_at_100_max value: 31.7416 - type: nauc_map_at_100_std value: -8.9088 - type: nauc_map_at_100_diff1 value: 53.213699999999996 - type: nauc_map_at_1000_max value: 31.7308 - type: nauc_map_at_1000_std value: -8.9222 - type: nauc_map_at_1000_diff1 value: 53.1991 - type: nauc_recall_at_1_max value: 26.2488 - type: nauc_recall_at_1_std value: -11.1918 - type: nauc_recall_at_1_diff1 value: 55.12629999999999 - type: nauc_recall_at_3_max value: 29.987799999999996 - type: nauc_recall_at_3_std value: -8.8979 - type: nauc_recall_at_3_diff1 value: 50.1606 - type: nauc_recall_at_5_max value: 30.7548 - type: nauc_recall_at_5_std value: -2.5221 - type: nauc_recall_at_5_diff1 value: 46.5351 - type: nauc_recall_at_10_max value: 27.4456 - type: nauc_recall_at_10_std value: -7.7719 - type: nauc_recall_at_10_diff1 value: 41.0327 - type: nauc_recall_at_20_max value: 30.598799999999997 - type: nauc_recall_at_20_std value: -0.7229 - type: nauc_recall_at_20_diff1 value: 43.335499999999996 - type: nauc_recall_at_100_max value: 44.4764 - type: nauc_recall_at_100_std value: 20.4865 - type: nauc_recall_at_100_diff1 value: 42.634100000000004 - type: nauc_recall_at_1000_max value: 44.5522 - type: nauc_recall_at_1000_std value: 53.301 - type: nauc_recall_at_1000_diff1 value: 39.488 - type: nauc_precision_at_1_max value: 32.7003 - type: nauc_precision_at_1_std value: -9.8787 - type: nauc_precision_at_1_diff1 value: 53.543 - type: nauc_precision_at_3_max value: 30.4913 - type: nauc_precision_at_3_std value: -2.7105 - type: nauc_precision_at_3_diff1 value: 28.8688 - type: nauc_precision_at_5_max value: 25.876900000000003 - type: nauc_precision_at_5_std value: 4.6525 - type: nauc_precision_at_5_diff1 value: 16.154 - type: nauc_precision_at_10_max value: 17.2851 - type: nauc_precision_at_10_std value: 4.2126 - type: nauc_precision_at_10_diff1 value: 2.6613 - type: nauc_precision_at_20_max value: 10.5899 - type: nauc_precision_at_20_std value: 6.668699999999999 - type: nauc_precision_at_20_diff1 value: -6.13 - type: nauc_precision_at_100_max value: 1.0815 - type: nauc_precision_at_100_std value: 7.1370000000000005 - type: nauc_precision_at_100_diff1 value: -17.5759 - type: nauc_precision_at_1000_max value: -5.915 - type: nauc_precision_at_1000_std value: 1.6254000000000002 - type: nauc_precision_at_1000_diff1 value: -21.4134 - type: nauc_mrr_at_1_max value: 32.7003 - type: nauc_mrr_at_1_std value: -9.8787 - type: nauc_mrr_at_1_diff1 value: 53.543 - type: nauc_mrr_at_3_max value: 33.9338 - type: nauc_mrr_at_3_std value: -7.9868999999999994 - type: nauc_mrr_at_3_diff1 value: 52.6479 - type: nauc_mrr_at_5_max value: 33.9982 - type: nauc_mrr_at_5_std value: -6.827500000000001 - type: nauc_mrr_at_5_diff1 value: 51.5701 - type: nauc_mrr_at_10_max value: 33.3568 - type: nauc_mrr_at_10_std value: -7.606300000000001 - type: nauc_mrr_at_10_diff1 value: 51.202400000000004 - type: nauc_mrr_at_20_max value: 33.4329 - type: nauc_mrr_at_20_std value: -7.5066 - type: nauc_mrr_at_20_diff1 value: 51.4203 - type: nauc_mrr_at_100_max value: 33.508700000000005 - type: nauc_mrr_at_100_std value: -7.455100000000001 - type: nauc_mrr_at_100_diff1 value: 51.442699999999995 - type: nauc_mrr_at_1000_max value: 33.4885 - type: nauc_mrr_at_1000_std value: -7.474200000000001 - type: nauc_mrr_at_1000_diff1 value: 51.4415 - type: main_score value: 59.916000000000004 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackEnglishRetrieval (default) revision: ad9991cb51e31e31e430383c75ffb2885547b5f0 split: test type: mteb/cqadupstack-english metrics: - type: ndcg_at_1 value: 50.127 - type: ndcg_at_3 value: 55.615 - type: ndcg_at_5 value: 57.462 - type: ndcg_at_10 value: 59.40800000000001 - type: ndcg_at_20 value: 60.870000000000005 - type: ndcg_at_100 value: 63.321000000000005 - type: ndcg_at_1000 value: 64.716 - type: map_at_1 value: 39.722 - type: map_at_3 value: 49.721 - type: map_at_5 value: 51.762 - type: map_at_10 value: 53.205999999999996 - type: map_at_20 value: 53.989 - type: map_at_100 value: 54.675 - type: map_at_1000 value: 54.791000000000004 - type: recall_at_1 value: 39.722 - type: recall_at_3 value: 57.428999999999995 - type: recall_at_5 value: 63.041000000000004 - type: recall_at_10 value: 69.61 - type: recall_at_20 value: 74.785 - type: recall_at_100 value: 85.83 - type: recall_at_1000 value: 94.017 - type: precision_at_1 value: 50.127 - type: precision_at_3 value: 27.389000000000003 - type: precision_at_5 value: 19.223000000000003 - type: precision_at_10 value: 11.286999999999999 - type: precision_at_20 value: 6.551 - type: precision_at_100 value: 1.7239999999999998 - type: precision_at_1000 value: 0.211 - type: mrr_at_1 value: 50.1274 - type: mrr_at_3 value: 57.6539 - type: mrr_at_5 value: 58.695299999999996 - type: mrr_at_10 value: 59.3822 - type: mrr_at_20 value: 59.689899999999994 - type: mrr_at_100 value: 59.9139 - type: mrr_at_1000 value: 59.9405 - type: nauc_ndcg_at_1_max value: 40.3466 - type: nauc_ndcg_at_1_std value: -13.8013 - type: nauc_ndcg_at_1_diff1 value: 57.7384 - type: nauc_ndcg_at_3_max value: 44.8558 - type: nauc_ndcg_at_3_std value: -17.1649 - type: nauc_ndcg_at_3_diff1 value: 56.2083 - type: nauc_ndcg_at_5_max value: 45.3495 - type: nauc_ndcg_at_5_std value: -17.1787 - type: nauc_ndcg_at_5_diff1 value: 55.2946 - type: nauc_ndcg_at_10_max value: 45.5771 - type: nauc_ndcg_at_10_std value: -17.194200000000002 - type: nauc_ndcg_at_10_diff1 value: 55.22899999999999 - type: nauc_ndcg_at_20_max value: 46.1671 - type: nauc_ndcg_at_20_std value: -15.8971 - type: nauc_ndcg_at_20_diff1 value: 55.4699 - type: nauc_ndcg_at_100_max value: 46.665600000000005 - type: nauc_ndcg_at_100_std value: -14.2615 - type: nauc_ndcg_at_100_diff1 value: 55.521699999999996 - type: nauc_ndcg_at_1000_max value: 46.5416 - type: nauc_ndcg_at_1000_std value: -13.414100000000001 - type: nauc_ndcg_at_1000_diff1 value: 55.6847 - type: nauc_map_at_1_max value: 32.0258 - type: nauc_map_at_1_std value: -23.0677 - type: nauc_map_at_1_diff1 value: 58.34819999999999 - type: nauc_map_at_3_max value: 39.663199999999996 - type: nauc_map_at_3_std value: -23.261599999999998 - type: nauc_map_at_3_diff1 value: 56.930400000000006 - type: nauc_map_at_5_max value: 41.2777 - type: nauc_map_at_5_std value: -21.776200000000003 - type: nauc_map_at_5_diff1 value: 56.3832 - type: nauc_map_at_10_max value: 42.4307 - type: nauc_map_at_10_std value: -20.6698 - type: nauc_map_at_10_diff1 value: 56.3658 - type: nauc_map_at_20_max value: 43.146 - type: nauc_map_at_20_std value: -19.5408 - type: nauc_map_at_20_diff1 value: 56.432300000000005 - type: nauc_map_at_100_max value: 43.6798 - type: nauc_map_at_100_std value: -18.5361 - type: nauc_map_at_100_diff1 value: 56.4087 - type: nauc_map_at_1000_max value: 43.7037 - type: nauc_map_at_1000_std value: -18.3693 - type: nauc_map_at_1000_diff1 value: 56.4316 - type: nauc_recall_at_1_max value: 32.0258 - type: nauc_recall_at_1_std value: -23.0677 - type: nauc_recall_at_1_diff1 value: 58.34819999999999 - type: nauc_recall_at_3_max value: 41.504400000000004 - type: nauc_recall_at_3_std value: -23.471 - type: nauc_recall_at_3_diff1 value: 53.0711 - type: nauc_recall_at_5_max value: 43.6923 - type: nauc_recall_at_5_std value: -21.831999999999997 - type: nauc_recall_at_5_diff1 value: 50.1672 - type: nauc_recall_at_10_max value: 45.426100000000005 - type: nauc_recall_at_10_std value: -20.4132 - type: nauc_recall_at_10_diff1 value: 48.4065 - type: nauc_recall_at_20_max value: 49.0579 - type: nauc_recall_at_20_std value: -14.5552 - type: nauc_recall_at_20_diff1 value: 48.341499999999996 - type: nauc_recall_at_100_max value: 54.8657 - type: nauc_recall_at_100_std value: 0.1297 - type: nauc_recall_at_100_diff1 value: 46.576699999999995 - type: nauc_recall_at_1000_max value: 65.1502 - type: nauc_recall_at_1000_std value: 28.880699999999997 - type: nauc_recall_at_1000_diff1 value: 47.525099999999995 - type: nauc_precision_at_1_max value: 40.3466 - type: nauc_precision_at_1_std value: -13.8013 - type: nauc_precision_at_1_diff1 value: 57.7384 - type: nauc_precision_at_3_max value: 40.9044 - type: nauc_precision_at_3_std value: 3.1708 - type: nauc_precision_at_3_diff1 value: 27.9298 - type: nauc_precision_at_5_max value: 36.598000000000006 - type: nauc_precision_at_5_std value: 12.392 - type: nauc_precision_at_5_diff1 value: 15.7846 - type: nauc_precision_at_10_max value: 31.3687 - type: nauc_precision_at_10_std value: 20.7438 - type: nauc_precision_at_10_diff1 value: 6.7331 - type: nauc_precision_at_20_max value: 26.1811 - type: nauc_precision_at_20_std value: 28.4518 - type: nauc_precision_at_20_diff1 value: 0.30010000000000003 - type: nauc_precision_at_100_max value: 16.9808 - type: nauc_precision_at_100_std value: 38.7882 - type: nauc_precision_at_100_diff1 value: -8.8537 - type: nauc_precision_at_1000_max value: 7.2884 - type: nauc_precision_at_1000_std value: 39.2072 - type: nauc_precision_at_1000_diff1 value: -13.0202 - type: nauc_mrr_at_1_max value: 40.3466 - type: nauc_mrr_at_1_std value: -13.8013 - type: nauc_mrr_at_1_diff1 value: 57.7384 - type: nauc_mrr_at_3_max value: 45.2742 - type: nauc_mrr_at_3_std value: -12.6802 - type: nauc_mrr_at_3_diff1 value: 56.8512 - type: nauc_mrr_at_5_max value: 45.3012 - type: nauc_mrr_at_5_std value: -12.7147 - type: nauc_mrr_at_5_diff1 value: 56.2424 - type: nauc_mrr_at_10_max value: 45.1963 - type: nauc_mrr_at_10_std value: -12.7254 - type: nauc_mrr_at_10_diff1 value: 56.119699999999995 - type: nauc_mrr_at_20_max value: 45.2288 - type: nauc_mrr_at_20_std value: -12.5913 - type: nauc_mrr_at_20_diff1 value: 56.1426 - type: nauc_mrr_at_100_max value: 45.2468 - type: nauc_mrr_at_100_std value: -12.496500000000001 - type: nauc_mrr_at_100_diff1 value: 56.1812 - type: nauc_mrr_at_1000_max value: 45.2427 - type: nauc_mrr_at_1000_std value: -12.4903 - type: nauc_mrr_at_1000_diff1 value: 56.189299999999996 - type: main_score value: 59.40800000000001 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackGamingRetrieval (default) revision: 4885aa143210c98657558c04aaf3dc47cfb54340 split: test type: mteb/cqadupstack-gaming metrics: - type: ndcg_at_1 value: 53.856 - type: ndcg_at_3 value: 62.492000000000004 - type: ndcg_at_5 value: 65.41 - type: ndcg_at_10 value: 68.134 - type: ndcg_at_20 value: 69.646 - type: ndcg_at_100 value: 71.184 - type: ndcg_at_1000 value: 71.663 - type: map_at_1 value: 47.236 - type: map_at_3 value: 58.36 - type: map_at_5 value: 60.484 - type: map_at_10 value: 61.978 - type: map_at_20 value: 62.57899999999999 - type: map_at_100 value: 62.900999999999996 - type: map_at_1000 value: 62.929 - type: recall_at_1 value: 47.236 - type: recall_at_3 value: 68.065 - type: recall_at_5 value: 75.155 - type: recall_at_10 value: 82.80499999999999 - type: recall_at_20 value: 88.215 - type: recall_at_100 value: 95.332 - type: recall_at_1000 value: 98.614 - type: precision_at_1 value: 53.856 - type: precision_at_3 value: 27.941 - type: precision_at_5 value: 19.034000000000002 - type: precision_at_10 value: 10.821 - type: precision_at_20 value: 5.947 - type: precision_at_100 value: 1.325 - type: precision_at_1000 value: 0.13899999999999998 - type: mrr_at_1 value: 53.855799999999995 - type: mrr_at_3 value: 62.6541 - type: mrr_at_5 value: 64.1243 - type: mrr_at_10 value: 65.084 - type: mrr_at_20 value: 65.3879 - type: mrr_at_100 value: 65.5377 - type: mrr_at_1000 value: 65.5496 - type: nauc_ndcg_at_1_max value: 33.8654 - type: nauc_ndcg_at_1_std value: -5.9437999999999995 - type: nauc_ndcg_at_1_diff1 value: 56.8669 - type: nauc_ndcg_at_3_max value: 34.058899999999994 - type: nauc_ndcg_at_3_std value: -5.7744 - type: nauc_ndcg_at_3_diff1 value: 52.8014 - type: nauc_ndcg_at_5_max value: 35.2914 - type: nauc_ndcg_at_5_std value: -4.482 - type: nauc_ndcg_at_5_diff1 value: 52.4343 - type: nauc_ndcg_at_10_max value: 36.458600000000004 - type: nauc_ndcg_at_10_std value: -2.3942 - type: nauc_ndcg_at_10_diff1 value: 52.9498 - type: nauc_ndcg_at_20_max value: 36.6183 - type: nauc_ndcg_at_20_std value: -1.8568000000000002 - type: nauc_ndcg_at_20_diff1 value: 52.5903 - type: nauc_ndcg_at_100_max value: 37.0184 - type: nauc_ndcg_at_100_std value: -0.7801 - type: nauc_ndcg_at_100_diff1 value: 53.011399999999995 - type: nauc_ndcg_at_1000_max value: 36.6608 - type: nauc_ndcg_at_1000_std value: -1.3958 - type: nauc_ndcg_at_1000_diff1 value: 53.0578 - type: nauc_map_at_1_max value: 25.787599999999998 - type: nauc_map_at_1_std value: -10.3742 - type: nauc_map_at_1_diff1 value: 56.4662 - type: nauc_map_at_3_max value: 31.4446 - type: nauc_map_at_3_std value: -8.140799999999999 - type: nauc_map_at_3_diff1 value: 53.8682 - type: nauc_map_at_5_max value: 32.8035 - type: nauc_map_at_5_std value: -6.8225999999999996 - type: nauc_map_at_5_diff1 value: 53.5451 - type: nauc_map_at_10_max value: 33.7173 - type: nauc_map_at_10_std value: -5.5325 - type: nauc_map_at_10_diff1 value: 53.6678 - type: nauc_map_at_20_max value: 34.2438 - type: nauc_map_at_20_std value: -4.8891 - type: nauc_map_at_20_diff1 value: 53.656000000000006 - type: nauc_map_at_100_max value: 34.473 - type: nauc_map_at_100_std value: -4.5106 - type: nauc_map_at_100_diff1 value: 53.7077 - type: nauc_map_at_1000_max value: 34.476600000000005 - type: nauc_map_at_1000_std value: -4.517 - type: nauc_map_at_1000_diff1 value: 53.7143 - type: nauc_recall_at_1_max value: 25.787599999999998 - type: nauc_recall_at_1_std value: -10.3742 - type: nauc_recall_at_1_diff1 value: 56.4662 - type: nauc_recall_at_3_max value: 32.044200000000004 - type: nauc_recall_at_3_std value: -7.696400000000001 - type: nauc_recall_at_3_diff1 value: 48.9202 - type: nauc_recall_at_5_max value: 34.389199999999995 - type: nauc_recall_at_5_std value: -4.2582 - type: nauc_recall_at_5_diff1 value: 46.0109 - type: nauc_recall_at_10_max value: 39.5274 - type: nauc_recall_at_10_std value: 3.9919999999999995 - type: nauc_recall_at_10_diff1 value: 46.383 - type: nauc_recall_at_20_max value: 43.5902 - type: nauc_recall_at_20_std value: 9.3885 - type: nauc_recall_at_20_diff1 value: 42.6035 - type: nauc_recall_at_100_max value: 61.5485 - type: nauc_recall_at_100_std value: 41.3982 - type: nauc_recall_at_100_diff1 value: 44.1753 - type: nauc_recall_at_1000_max value: 71.4815 - type: nauc_recall_at_1000_std value: 57.354400000000005 - type: nauc_recall_at_1000_diff1 value: 34.8468 - type: nauc_precision_at_1_max value: 33.8654 - type: nauc_precision_at_1_std value: -5.9437999999999995 - type: nauc_precision_at_1_diff1 value: 56.8669 - type: nauc_precision_at_3_max value: 33.655 - type: nauc_precision_at_3_std value: 7.826099999999999 - type: nauc_precision_at_3_diff1 value: 24.9975 - type: nauc_precision_at_5_max value: 32.9241 - type: nauc_precision_at_5_std value: 15.4324 - type: nauc_precision_at_5_diff1 value: 14.079 - type: nauc_precision_at_10_max value: 31.067600000000002 - type: nauc_precision_at_10_std value: 24.4877 - type: nauc_precision_at_10_diff1 value: 3.3716999999999997 - type: nauc_precision_at_20_max value: 28.786299999999997 - type: nauc_precision_at_20_std value: 29.323300000000003 - type: nauc_precision_at_20_diff1 value: -4.0988 - type: nauc_precision_at_100_max value: 23.4199 - type: nauc_precision_at_100_std value: 33.4154 - type: nauc_precision_at_100_diff1 value: -11.519400000000001 - type: nauc_precision_at_1000_max value: 19.2315 - type: nauc_precision_at_1000_std value: 31.391999999999996 - type: nauc_precision_at_1000_diff1 value: -14.5617 - type: nauc_mrr_at_1_max value: 33.8654 - type: nauc_mrr_at_1_std value: -5.9437999999999995 - type: nauc_mrr_at_1_diff1 value: 56.8669 - type: nauc_mrr_at_3_max value: 35.8396 - type: nauc_mrr_at_3_std value: -3.4635 - type: nauc_mrr_at_3_diff1 value: 53.6524 - type: nauc_mrr_at_5_max value: 36.0956 - type: nauc_mrr_at_5_std value: -3.0328999999999997 - type: nauc_mrr_at_5_diff1 value: 53.4449 - type: nauc_mrr_at_10_max value: 36.3936 - type: nauc_mrr_at_10_std value: -2.5233 - type: nauc_mrr_at_10_diff1 value: 53.858399999999996 - type: nauc_mrr_at_20_max value: 36.2638 - type: nauc_mrr_at_20_std value: -2.6908000000000003 - type: nauc_mrr_at_20_diff1 value: 53.805099999999996 - type: nauc_mrr_at_100_max value: 36.2945 - type: nauc_mrr_at_100_std value: -2.6416 - type: nauc_mrr_at_100_diff1 value: 53.8698 - type: nauc_mrr_at_1000_max value: 36.2806 - type: nauc_mrr_at_1000_std value: -2.6593 - type: nauc_mrr_at_1000_diff1 value: 53.8679 - type: main_score value: 68.134 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackGisRetrieval (default) revision: 5003b3064772da1887988e05400cf3806fe491f2 split: test type: mteb/cqadupstack-gis metrics: - type: ndcg_at_1 value: 31.525 - type: ndcg_at_3 value: 40.165 - type: ndcg_at_5 value: 43.321 - type: ndcg_at_10 value: 46.778 - type: ndcg_at_20 value: 49.025 - type: ndcg_at_100 value: 51.461999999999996 - type: ndcg_at_1000 value: 52.935 - type: map_at_1 value: 29.044999999999998 - type: map_at_3 value: 36.976 - type: map_at_5 value: 38.853 - type: map_at_10 value: 40.388000000000005 - type: map_at_20 value: 41.082 - type: map_at_100 value: 41.486000000000004 - type: map_at_1000 value: 41.551 - type: recall_at_1 value: 29.044999999999998 - type: recall_at_3 value: 46.601 - type: recall_at_5 value: 54.062 - type: recall_at_10 value: 64.291 - type: recall_at_20 value: 72.531 - type: recall_at_100 value: 84.578 - type: recall_at_1000 value: 95.358 - type: precision_at_1 value: 31.525 - type: precision_at_3 value: 17.213 - type: precision_at_5 value: 12.203 - type: precision_at_10 value: 7.412000000000001 - type: precision_at_20 value: 4.266 - type: precision_at_100 value: 1.019 - type: precision_at_1000 value: 0.11800000000000001 - type: mrr_at_1 value: 31.525399999999998 - type: mrr_at_3 value: 39.529199999999996 - type: mrr_at_5 value: 41.3089 - type: mrr_at_10 value: 42.6025 - type: mrr_at_20 value: 43.1771 - type: mrr_at_100 value: 43.4611 - type: mrr_at_1000 value: 43.5085 - type: nauc_ndcg_at_1_max value: 22.6602 - type: nauc_ndcg_at_1_std value: -9.5981 - type: nauc_ndcg_at_1_diff1 value: 45.3169 - type: nauc_ndcg_at_3_max value: 19.7847 - type: nauc_ndcg_at_3_std value: -8.7083 - type: nauc_ndcg_at_3_diff1 value: 40.4401 - type: nauc_ndcg_at_5_max value: 20.457700000000003 - type: nauc_ndcg_at_5_std value: -8.6845 - type: nauc_ndcg_at_5_diff1 value: 38.7015 - type: nauc_ndcg_at_10_max value: 21.0795 - type: nauc_ndcg_at_10_std value: -6.5691 - type: nauc_ndcg_at_10_diff1 value: 37.966699999999996 - type: nauc_ndcg_at_20_max value: 21.4852 - type: nauc_ndcg_at_20_std value: -5.904800000000001 - type: nauc_ndcg_at_20_diff1 value: 38.0953 - type: nauc_ndcg_at_100_max value: 22.5439 - type: nauc_ndcg_at_100_std value: -5.1345 - type: nauc_ndcg_at_100_diff1 value: 38.7969 - type: nauc_ndcg_at_1000_max value: 22.3039 - type: nauc_ndcg_at_1000_std value: -5.9468 - type: nauc_ndcg_at_1000_diff1 value: 39.0377 - type: nauc_map_at_1_max value: 18.7633 - type: nauc_map_at_1_std value: -10.276 - type: nauc_map_at_1_diff1 value: 46.593 - type: nauc_map_at_3_max value: 19.0896 - type: nauc_map_at_3_std value: -9.214 - type: nauc_map_at_3_diff1 value: 41.980000000000004 - type: nauc_map_at_5_max value: 19.7273 - type: nauc_map_at_5_std value: -9.2142 - type: nauc_map_at_5_diff1 value: 41.073 - type: nauc_map_at_10_max value: 20.039 - type: nauc_map_at_10_std value: -8.3819 - type: nauc_map_at_10_diff1 value: 40.7757 - type: nauc_map_at_20_max value: 20.227600000000002 - type: nauc_map_at_20_std value: -8.2044 - type: nauc_map_at_20_diff1 value: 40.8699 - type: nauc_map_at_100_max value: 20.3876 - type: nauc_map_at_100_std value: -8.1094 - type: nauc_map_at_100_diff1 value: 40.9925 - type: nauc_map_at_1000_max value: 20.397299999999998 - type: nauc_map_at_1000_std value: -8.1295 - type: nauc_map_at_1000_diff1 value: 40.996300000000005 - type: nauc_recall_at_1_max value: 18.7633 - type: nauc_recall_at_1_std value: -10.276 - type: nauc_recall_at_1_diff1 value: 46.593 - type: nauc_recall_at_3_max value: 17.8827 - type: nauc_recall_at_3_std value: -7.2757000000000005 - type: nauc_recall_at_3_diff1 value: 35.817 - type: nauc_recall_at_5_max value: 18.8334 - type: nauc_recall_at_5_std value: -7.2427 - type: nauc_recall_at_5_diff1 value: 31.0566 - type: nauc_recall_at_10_max value: 20.1305 - type: nauc_recall_at_10_std value: -0.271 - type: nauc_recall_at_10_diff1 value: 27.4127 - type: nauc_recall_at_20_max value: 21.438 - type: nauc_recall_at_20_std value: 3.8486 - type: nauc_recall_at_20_diff1 value: 25.983099999999997 - type: nauc_recall_at_100_max value: 31.620900000000002 - type: nauc_recall_at_100_std value: 17.457700000000003 - type: nauc_recall_at_100_diff1 value: 26.546300000000002 - type: nauc_recall_at_1000_max value: 35.1108 - type: nauc_recall_at_1000_std value: 25.8201 - type: nauc_recall_at_1000_diff1 value: 15.2005 - type: nauc_precision_at_1_max value: 22.6602 - type: nauc_precision_at_1_std value: -9.5981 - type: nauc_precision_at_1_diff1 value: 45.3169 - type: nauc_precision_at_3_max value: 22.344 - type: nauc_precision_at_3_std value: -7.0357 - type: nauc_precision_at_3_diff1 value: 33.298100000000005 - type: nauc_precision_at_5_max value: 24.8904 - type: nauc_precision_at_5_std value: -5.7215 - type: nauc_precision_at_5_diff1 value: 27.1231 - type: nauc_precision_at_10_max value: 25.3317 - type: nauc_precision_at_10_std value: 2.7272000000000003 - type: nauc_precision_at_10_diff1 value: 19.3335 - type: nauc_precision_at_20_max value: 24.5711 - type: nauc_precision_at_20_std value: 6.5833 - type: nauc_precision_at_20_diff1 value: 13.7149 - type: nauc_precision_at_100_max value: 24.0549 - type: nauc_precision_at_100_std value: 12.7275 - type: nauc_precision_at_100_diff1 value: 5.2654 - type: nauc_precision_at_1000_max value: 17.191000000000003 - type: nauc_precision_at_1000_std value: 9.1143 - type: nauc_precision_at_1000_diff1 value: -5.5666 - type: nauc_mrr_at_1_max value: 22.6602 - type: nauc_mrr_at_1_std value: -9.5981 - type: nauc_mrr_at_1_diff1 value: 45.3169 - type: nauc_mrr_at_3_max value: 22.5354 - type: nauc_mrr_at_3_std value: -8.6094 - type: nauc_mrr_at_3_diff1 value: 40.982800000000005 - type: nauc_mrr_at_5_max value: 22.828699999999998 - type: nauc_mrr_at_5_std value: -8.6655 - type: nauc_mrr_at_5_diff1 value: 40.0766 - type: nauc_mrr_at_10_max value: 23.035600000000002 - type: nauc_mrr_at_10_std value: -7.864 - type: nauc_mrr_at_10_diff1 value: 39.8871 - type: nauc_mrr_at_20_max value: 23.0969 - type: nauc_mrr_at_20_std value: -7.6975 - type: nauc_mrr_at_20_diff1 value: 39.9707 - type: nauc_mrr_at_100_max value: 23.191200000000002 - type: nauc_mrr_at_100_std value: -7.6803 - type: nauc_mrr_at_100_diff1 value: 40.0729 - type: nauc_mrr_at_1000_max value: 23.1807 - type: nauc_mrr_at_1000_std value: -7.707 - type: nauc_mrr_at_1000_diff1 value: 40.0782 - type: main_score value: 46.778 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackMathematicaRetrieval (default) revision: 90fceea13679c63fe563ded68f3b6f06e50061de split: test type: mteb/cqadupstack-mathematica metrics: - type: ndcg_at_1 value: 26.617 - type: ndcg_at_3 value: 33.623999999999995 - type: ndcg_at_5 value: 36.981 - type: ndcg_at_10 value: 39.602 - type: ndcg_at_20 value: 42.059000000000005 - type: ndcg_at_100 value: 45.248 - type: ndcg_at_1000 value: 47.384 - type: map_at_1 value: 21.018 - type: map_at_3 value: 29.529 - type: map_at_5 value: 31.666 - type: map_at_10 value: 32.952 - type: map_at_20 value: 33.794000000000004 - type: map_at_100 value: 34.317 - type: map_at_1000 value: 34.416999999999994 - type: recall_at_1 value: 21.018 - type: recall_at_3 value: 38.624 - type: recall_at_5 value: 47.014 - type: recall_at_10 value: 54.668000000000006 - type: recall_at_20 value: 63.302 - type: recall_at_100 value: 78.487 - type: recall_at_1000 value: 93.118 - type: precision_at_1 value: 26.617 - type: precision_at_3 value: 16.915 - type: precision_at_5 value: 12.537 - type: precision_at_10 value: 7.5 - type: precision_at_20 value: 4.484 - type: precision_at_100 value: 1.172 - type: precision_at_1000 value: 0.148 - type: mrr_at_1 value: 26.616899999999998 - type: mrr_at_3 value: 34.8051 - type: mrr_at_5 value: 36.9755 - type: mrr_at_10 value: 38.000499999999995 - type: mrr_at_20 value: 38.452999999999996 - type: mrr_at_100 value: 38.817299999999996 - type: mrr_at_1000 value: 38.873200000000004 - type: nauc_ndcg_at_1_max value: 29.749799999999997 - type: nauc_ndcg_at_1_std value: -2.3403 - type: nauc_ndcg_at_1_diff1 value: 41.9574 - type: nauc_ndcg_at_3_max value: 29.7929 - type: nauc_ndcg_at_3_std value: -1.0050999999999999 - type: nauc_ndcg_at_3_diff1 value: 36.471900000000005 - type: nauc_ndcg_at_5_max value: 29.6171 - type: nauc_ndcg_at_5_std value: -1.0074 - type: nauc_ndcg_at_5_diff1 value: 34.5702 - type: nauc_ndcg_at_10_max value: 30.7265 - type: nauc_ndcg_at_10_std value: 0.46430000000000005 - type: nauc_ndcg_at_10_diff1 value: 35.1612 - type: nauc_ndcg_at_20_max value: 31.698999999999998 - type: nauc_ndcg_at_20_std value: 1.657 - type: nauc_ndcg_at_20_diff1 value: 35.131 - type: nauc_ndcg_at_100_max value: 31.717499999999998 - type: nauc_ndcg_at_100_std value: 2.4316999999999998 - type: nauc_ndcg_at_100_diff1 value: 35.1483 - type: nauc_ndcg_at_1000_max value: 31.390099999999997 - type: nauc_ndcg_at_1000_std value: 2.2651999999999997 - type: nauc_ndcg_at_1000_diff1 value: 35.9287 - type: nauc_map_at_1_max value: 27.181 - type: nauc_map_at_1_std value: -1.923 - type: nauc_map_at_1_diff1 value: 41.3209 - type: nauc_map_at_3_max value: 28.718100000000003 - type: nauc_map_at_3_std value: -1.8913 - type: nauc_map_at_3_diff1 value: 37.3018 - type: nauc_map_at_5_max value: 28.751900000000003 - type: nauc_map_at_5_std value: -1.9649 - type: nauc_map_at_5_diff1 value: 36.3067 - type: nauc_map_at_10_max value: 29.4293 - type: nauc_map_at_10_std value: -1.1372 - type: nauc_map_at_10_diff1 value: 36.7561 - type: nauc_map_at_20_max value: 29.788500000000003 - type: nauc_map_at_20_std value: -0.7448 - type: nauc_map_at_20_diff1 value: 36.7633 - type: nauc_map_at_100_max value: 29.859799999999996 - type: nauc_map_at_100_std value: -0.6194 - type: nauc_map_at_100_diff1 value: 36.8069 - type: nauc_map_at_1000_max value: 29.8362 - type: nauc_map_at_1000_std value: -0.6232 - type: nauc_map_at_1000_diff1 value: 36.835499999999996 - type: nauc_recall_at_1_max value: 27.181 - type: nauc_recall_at_1_std value: -1.923 - type: nauc_recall_at_1_diff1 value: 41.3209 - type: nauc_recall_at_3_max value: 28.5155 - type: nauc_recall_at_3_std value: -0.131 - type: nauc_recall_at_3_diff1 value: 31.5708 - type: nauc_recall_at_5_max value: 27.0032 - type: nauc_recall_at_5_std value: -0.7121 - type: nauc_recall_at_5_diff1 value: 26.3405 - type: nauc_recall_at_10_max value: 29.665200000000002 - type: nauc_recall_at_10_std value: 3.1462999999999997 - type: nauc_recall_at_10_diff1 value: 27.2852 - type: nauc_recall_at_20_max value: 33.2976 - type: nauc_recall_at_20_std value: 7.6558 - type: nauc_recall_at_20_diff1 value: 26.5332 - type: nauc_recall_at_100_max value: 33.5446 - type: nauc_recall_at_100_std value: 16.308600000000002 - type: nauc_recall_at_100_diff1 value: 22.561700000000002 - type: nauc_recall_at_1000_max value: 35.5524 - type: nauc_recall_at_1000_std value: 38.9644 - type: nauc_recall_at_1000_diff1 value: 27.861900000000002 - type: nauc_precision_at_1_max value: 29.749799999999997 - type: nauc_precision_at_1_std value: -2.3403 - type: nauc_precision_at_1_diff1 value: 41.9574 - type: nauc_precision_at_3_max value: 28.370099999999997 - type: nauc_precision_at_3_std value: 1.0373 - type: nauc_precision_at_3_diff1 value: 28.8024 - type: nauc_precision_at_5_max value: 27.184599999999996 - type: nauc_precision_at_5_std value: 2.5995999999999997 - type: nauc_precision_at_5_diff1 value: 22.8208 - type: nauc_precision_at_10_max value: 26.372600000000002 - type: nauc_precision_at_10_std value: 7.833600000000001 - type: nauc_precision_at_10_diff1 value: 19.8669 - type: nauc_precision_at_20_max value: 23.1904 - type: nauc_precision_at_20_std value: 10.5558 - type: nauc_precision_at_20_diff1 value: 14.5559 - type: nauc_precision_at_100_max value: 13.3218 - type: nauc_precision_at_100_std value: 11.7868 - type: nauc_precision_at_100_diff1 value: 4.2146 - type: nauc_precision_at_1000_max value: 0.7887 - type: nauc_precision_at_1000_std value: 5.9056 - type: nauc_precision_at_1000_diff1 value: -3.2767999999999997 - type: nauc_mrr_at_1_max value: 29.749799999999997 - type: nauc_mrr_at_1_std value: -2.3403 - type: nauc_mrr_at_1_diff1 value: 41.9574 - type: nauc_mrr_at_3_max value: 31.509500000000003 - type: nauc_mrr_at_3_std value: -0.41859999999999997 - type: nauc_mrr_at_3_diff1 value: 38.6987 - type: nauc_mrr_at_5_max value: 31.5247 - type: nauc_mrr_at_5_std value: -0.2595 - type: nauc_mrr_at_5_diff1 value: 37.5028 - type: nauc_mrr_at_10_max value: 31.7081 - type: nauc_mrr_at_10_std value: -0.0492 - type: nauc_mrr_at_10_diff1 value: 37.6581 - type: nauc_mrr_at_20_max value: 31.932 - type: nauc_mrr_at_20_std value: 0.2097 - type: nauc_mrr_at_20_diff1 value: 37.7422 - type: nauc_mrr_at_100_max value: 31.949699999999996 - type: nauc_mrr_at_100_std value: 0.1865 - type: nauc_mrr_at_100_diff1 value: 37.8221 - type: nauc_mrr_at_1000_max value: 31.9386 - type: nauc_mrr_at_1000_std value: 0.1795 - type: nauc_mrr_at_1000_diff1 value: 37.8506 - type: main_score value: 39.602 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackPhysicsRetrieval (default) revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4 split: test type: mteb/cqadupstack-physics metrics: - type: ndcg_at_1 value: 46.006 - type: ndcg_at_3 value: 51.910999999999994 - type: ndcg_at_5 value: 54.86299999999999 - type: ndcg_at_10 value: 57.135000000000005 - type: ndcg_at_20 value: 59.422 - type: ndcg_at_100 value: 62.474 - type: ndcg_at_1000 value: 63.532 - type: map_at_1 value: 37.16 - type: map_at_3 value: 46.947 - type: map_at_5 value: 49.295 - type: map_at_10 value: 50.662 - type: map_at_20 value: 51.53 - type: map_at_100 value: 52.149 - type: map_at_1000 value: 52.224000000000004 - type: recall_at_1 value: 37.16 - type: recall_at_3 value: 55.249 - type: recall_at_5 value: 63.234 - type: recall_at_10 value: 70.231 - type: recall_at_20 value: 77.9 - type: recall_at_100 value: 91.509 - type: recall_at_1000 value: 97.711 - type: precision_at_1 value: 46.006 - type: precision_at_3 value: 25.024 - type: precision_at_5 value: 17.671 - type: precision_at_10 value: 10.212 - type: precision_at_20 value: 5.914 - type: precision_at_100 value: 1.513 - type: precision_at_1000 value: 0.17500000000000002 - type: mrr_at_1 value: 46.0058 - type: mrr_at_3 value: 54.154599999999995 - type: mrr_at_5 value: 55.8101 - type: mrr_at_10 value: 56.6384 - type: mrr_at_20 value: 57.1217 - type: mrr_at_100 value: 57.3844 - type: mrr_at_1000 value: 57.404599999999995 - type: nauc_ndcg_at_1_max value: 25.011400000000002 - type: nauc_ndcg_at_1_std value: -10.9453 - type: nauc_ndcg_at_1_diff1 value: 52.5635 - type: nauc_ndcg_at_3_max value: 20.5699 - type: nauc_ndcg_at_3_std value: -14.1374 - type: nauc_ndcg_at_3_diff1 value: 50.095 - type: nauc_ndcg_at_5_max value: 20.6937 - type: nauc_ndcg_at_5_std value: -14.7377 - type: nauc_ndcg_at_5_diff1 value: 49.6968 - type: nauc_ndcg_at_10_max value: 21.0545 - type: nauc_ndcg_at_10_std value: -14.100999999999999 - type: nauc_ndcg_at_10_diff1 value: 49.2876 - type: nauc_ndcg_at_20_max value: 22.1813 - type: nauc_ndcg_at_20_std value: -13.619700000000002 - type: nauc_ndcg_at_20_diff1 value: 49.7752 - type: nauc_ndcg_at_100_max value: 23.765800000000002 - type: nauc_ndcg_at_100_std value: -11.5192 - type: nauc_ndcg_at_100_diff1 value: 49.8519 - type: nauc_ndcg_at_1000_max value: 23.2792 - type: nauc_ndcg_at_1000_std value: -11.7505 - type: nauc_ndcg_at_1000_diff1 value: 49.8422 - type: nauc_map_at_1_max value: 17.0234 - type: nauc_map_at_1_std value: -14.726600000000001 - type: nauc_map_at_1_diff1 value: 55.854000000000006 - type: nauc_map_at_3_max value: 18.4476 - type: nauc_map_at_3_std value: -14.8542 - type: nauc_map_at_3_diff1 value: 51.5951 - type: nauc_map_at_5_max value: 19.3995 - type: nauc_map_at_5_std value: -14.9116 - type: nauc_map_at_5_diff1 value: 51.081900000000005 - type: nauc_map_at_10_max value: 19.8911 - type: nauc_map_at_10_std value: -14.354700000000001 - type: nauc_map_at_10_diff1 value: 50.6725 - type: nauc_map_at_20_max value: 20.2847 - type: nauc_map_at_20_std value: -14.099999999999998 - type: nauc_map_at_20_diff1 value: 50.82020000000001 - type: nauc_map_at_100_max value: 20.6892 - type: nauc_map_at_100_std value: -13.6554 - type: nauc_map_at_100_diff1 value: 50.7695 - type: nauc_map_at_1000_max value: 20.6883 - type: nauc_map_at_1000_std value: -13.6632 - type: nauc_map_at_1000_diff1 value: 50.7647 - type: nauc_recall_at_1_max value: 17.0234 - type: nauc_recall_at_1_std value: -14.726600000000001 - type: nauc_recall_at_1_diff1 value: 55.854000000000006 - type: nauc_recall_at_3_max value: 16.1844 - type: nauc_recall_at_3_std value: -17.0942 - type: nauc_recall_at_3_diff1 value: 47.6143 - type: nauc_recall_at_5_max value: 17.1338 - type: nauc_recall_at_5_std value: -17.636499999999998 - type: nauc_recall_at_5_diff1 value: 44.345600000000005 - type: nauc_recall_at_10_max value: 18.972 - type: nauc_recall_at_10_std value: -15.596099999999998 - type: nauc_recall_at_10_diff1 value: 41.552499999999995 - type: nauc_recall_at_20_max value: 23.8339 - type: nauc_recall_at_20_std value: -14.122699999999998 - type: nauc_recall_at_20_diff1 value: 42.7171 - type: nauc_recall_at_100_max value: 43.231 - type: nauc_recall_at_100_std value: 8.0154 - type: nauc_recall_at_100_diff1 value: 42.7817 - type: nauc_recall_at_1000_max value: 53.58540000000001 - type: nauc_recall_at_1000_std value: 37.0029 - type: nauc_recall_at_1000_diff1 value: 44.239200000000004 - type: nauc_precision_at_1_max value: 25.011400000000002 - type: nauc_precision_at_1_std value: -10.9453 - type: nauc_precision_at_1_diff1 value: 52.5635 - type: nauc_precision_at_3_max value: 22.2424 - type: nauc_precision_at_3_std value: -5.4350000000000005 - type: nauc_precision_at_3_diff1 value: 23.4114 - type: nauc_precision_at_5_max value: 21.3318 - type: nauc_precision_at_5_std value: -2.8209999999999997 - type: nauc_precision_at_5_diff1 value: 14.0476 - type: nauc_precision_at_10_max value: 19.2971 - type: nauc_precision_at_10_std value: 2.5547 - type: nauc_precision_at_10_diff1 value: 4.0724 - type: nauc_precision_at_20_max value: 17.6513 - type: nauc_precision_at_20_std value: 6.0579 - type: nauc_precision_at_20_diff1 value: -3.1468999999999996 - type: nauc_precision_at_100_max value: 14.8878 - type: nauc_precision_at_100_std value: 13.919200000000002 - type: nauc_precision_at_100_diff1 value: -17.358999999999998 - type: nauc_precision_at_1000_max value: 8.6286 - type: nauc_precision_at_1000_std value: 11.5922 - type: nauc_precision_at_1000_diff1 value: -22.1277 - type: nauc_mrr_at_1_max value: 25.011400000000002 - type: nauc_mrr_at_1_std value: -10.9453 - type: nauc_mrr_at_1_diff1 value: 52.5635 - type: nauc_mrr_at_3_max value: 23.816000000000003 - type: nauc_mrr_at_3_std value: -12.188400000000001 - type: nauc_mrr_at_3_diff1 value: 51.1699 - type: nauc_mrr_at_5_max value: 23.7135 - type: nauc_mrr_at_5_std value: -12.1816 - type: nauc_mrr_at_5_diff1 value: 50.339 - type: nauc_mrr_at_10_max value: 23.9975 - type: nauc_mrr_at_10_std value: -11.7119 - type: nauc_mrr_at_10_diff1 value: 50.32489999999999 - type: nauc_mrr_at_20_max value: 24.2972 - type: nauc_mrr_at_20_std value: -11.6891 - type: nauc_mrr_at_20_diff1 value: 50.4005 - type: nauc_mrr_at_100_max value: 24.3557 - type: nauc_mrr_at_100_std value: -11.5637 - type: nauc_mrr_at_100_diff1 value: 50.454100000000004 - type: nauc_mrr_at_1000_max value: 24.334400000000002 - type: nauc_mrr_at_1000_std value: -11.574900000000001 - type: nauc_mrr_at_1000_diff1 value: 50.45269999999999 - type: main_score value: 57.135000000000005 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackProgrammersRetrieval (default) revision: 6184bc1440d2dbc7612be22b50686b8826d22b32 split: test type: mteb/cqadupstack-programmers metrics: - type: ndcg_at_1 value: 40.753 - type: ndcg_at_3 value: 47.27 - type: ndcg_at_5 value: 50.385999999999996 - type: ndcg_at_10 value: 53.565 - type: ndcg_at_20 value: 55.967999999999996 - type: ndcg_at_100 value: 58.763 - type: ndcg_at_1000 value: 60.02499999999999 - type: map_at_1 value: 33.005 - type: map_at_3 value: 42.314 - type: map_at_5 value: 44.856 - type: map_at_10 value: 46.633 - type: map_at_20 value: 47.494 - type: map_at_100 value: 48.064 - type: map_at_1000 value: 48.14 - type: recall_at_1 value: 33.005 - type: recall_at_3 value: 50.73800000000001 - type: recall_at_5 value: 59.047000000000004 - type: recall_at_10 value: 68.27600000000001 - type: recall_at_20 value: 76.75800000000001 - type: recall_at_100 value: 89.505 - type: recall_at_1000 value: 97.636 - type: precision_at_1 value: 40.753 - type: precision_at_3 value: 22.945 - type: precision_at_5 value: 16.644000000000002 - type: precision_at_10 value: 10.057 - type: precision_at_20 value: 5.862 - type: precision_at_100 value: 1.467 - type: precision_at_1000 value: 0.173 - type: mrr_at_1 value: 40.7534 - type: mrr_at_3 value: 49.048700000000004 - type: mrr_at_5 value: 50.9209 - type: mrr_at_10 value: 52.0898 - type: mrr_at_20 value: 52.605599999999995 - type: mrr_at_100 value: 52.85300000000001 - type: mrr_at_1000 value: 52.8799 - type: nauc_ndcg_at_1_max value: 34.4441 - type: nauc_ndcg_at_1_std value: -7.0414 - type: nauc_ndcg_at_1_diff1 value: 45.8482 - type: nauc_ndcg_at_3_max value: 31.577699999999997 - type: nauc_ndcg_at_3_std value: -6.3458 - type: nauc_ndcg_at_3_diff1 value: 40.919200000000004 - type: nauc_ndcg_at_5_max value: 32.2014 - type: nauc_ndcg_at_5_std value: -5.2417 - type: nauc_ndcg_at_5_diff1 value: 40.288000000000004 - type: nauc_ndcg_at_10_max value: 34.2368 - type: nauc_ndcg_at_10_std value: -4.5674 - type: nauc_ndcg_at_10_diff1 value: 40.5809 - type: nauc_ndcg_at_20_max value: 35.1035 - type: nauc_ndcg_at_20_std value: -3.9905000000000004 - type: nauc_ndcg_at_20_diff1 value: 41.1355 - type: nauc_ndcg_at_100_max value: 35.7455 - type: nauc_ndcg_at_100_std value: -3.2745 - type: nauc_ndcg_at_100_diff1 value: 41.4431 - type: nauc_ndcg_at_1000_max value: 35.1084 - type: nauc_ndcg_at_1000_std value: -4.0846 - type: nauc_ndcg_at_1000_diff1 value: 41.755900000000004 - type: nauc_map_at_1_max value: 28.055200000000003 - type: nauc_map_at_1_std value: -11.2817 - type: nauc_map_at_1_diff1 value: 45.1938 - type: nauc_map_at_3_max value: 29.7864 - type: nauc_map_at_3_std value: -8.1494 - type: nauc_map_at_3_diff1 value: 41.788 - type: nauc_map_at_5_max value: 30.809199999999997 - type: nauc_map_at_5_std value: -7.012599999999999 - type: nauc_map_at_5_diff1 value: 41.554 - type: nauc_map_at_10_max value: 32.2321 - type: nauc_map_at_10_std value: -6.3894 - type: nauc_map_at_10_diff1 value: 41.8427 - type: nauc_map_at_20_max value: 32.7711 - type: nauc_map_at_20_std value: -6.0764 - type: nauc_map_at_20_diff1 value: 42.1419 - type: nauc_map_at_100_max value: 33.0054 - type: nauc_map_at_100_std value: -5.8844 - type: nauc_map_at_100_diff1 value: 42.3068 - type: nauc_map_at_1000_max value: 32.9949 - type: nauc_map_at_1000_std value: -5.9162 - type: nauc_map_at_1000_diff1 value: 42.3228 - type: nauc_recall_at_1_max value: 28.055200000000003 - type: nauc_recall_at_1_std value: -11.2817 - type: nauc_recall_at_1_diff1 value: 45.1938 - type: nauc_recall_at_3_max value: 27.1828 - type: nauc_recall_at_3_std value: -6.9705 - type: nauc_recall_at_3_diff1 value: 35.2147 - type: nauc_recall_at_5_max value: 28.0093 - type: nauc_recall_at_5_std value: -2.9148 - type: nauc_recall_at_5_diff1 value: 32.376599999999996 - type: nauc_recall_at_10_max value: 33.3355 - type: nauc_recall_at_10_std value: -0.4752 - type: nauc_recall_at_10_diff1 value: 32.5726 - type: nauc_recall_at_20_max value: 35.9026 - type: nauc_recall_at_20_std value: 3.1338 - type: nauc_recall_at_20_diff1 value: 32.1894 - type: nauc_recall_at_100_max value: 45.4995 - type: nauc_recall_at_100_std value: 18.2978 - type: nauc_recall_at_100_diff1 value: 29.535 - type: nauc_recall_at_1000_max value: 42.8817 - type: nauc_recall_at_1000_std value: 34.7251 - type: nauc_recall_at_1000_diff1 value: 33.1814 - type: nauc_precision_at_1_max value: 34.4441 - type: nauc_precision_at_1_std value: -7.0414 - type: nauc_precision_at_1_diff1 value: 45.8482 - type: nauc_precision_at_3_max value: 30.514000000000003 - type: nauc_precision_at_3_std value: 2.968 - type: nauc_precision_at_3_diff1 value: 25.0624 - type: nauc_precision_at_5_max value: 30.268 - type: nauc_precision_at_5_std value: 7.8429 - type: nauc_precision_at_5_diff1 value: 18.8704 - type: nauc_precision_at_10_max value: 31.6838 - type: nauc_precision_at_10_std value: 11.9131 - type: nauc_precision_at_10_diff1 value: 14.0232 - type: nauc_precision_at_20_max value: 28.375099999999996 - type: nauc_precision_at_20_std value: 13.497700000000002 - type: nauc_precision_at_20_diff1 value: 10.795 - type: nauc_precision_at_100_max value: 20.1953 - type: nauc_precision_at_100_std value: 14.4028 - type: nauc_precision_at_100_diff1 value: 4.6725 - type: nauc_precision_at_1000_max value: 11.3706 - type: nauc_precision_at_1000_std value: 9.1752 - type: nauc_precision_at_1000_diff1 value: 1.302 - type: nauc_mrr_at_1_max value: 34.4441 - type: nauc_mrr_at_1_std value: -7.0414 - type: nauc_mrr_at_1_diff1 value: 45.8482 - type: nauc_mrr_at_3_max value: 34.760799999999996 - type: nauc_mrr_at_3_std value: -5.7082 - type: nauc_mrr_at_3_diff1 value: 41.8373 - type: nauc_mrr_at_5_max value: 35.0958 - type: nauc_mrr_at_5_std value: -4.7876 - type: nauc_mrr_at_5_diff1 value: 41.574299999999994 - type: nauc_mrr_at_10_max value: 35.5072 - type: nauc_mrr_at_10_std value: -4.820399999999999 - type: nauc_mrr_at_10_diff1 value: 41.9727 - type: nauc_mrr_at_20_max value: 35.6201 - type: nauc_mrr_at_20_std value: -4.7524 - type: nauc_mrr_at_20_diff1 value: 42.2289 - type: nauc_mrr_at_100_max value: 35.6408 - type: nauc_mrr_at_100_std value: -4.7266 - type: nauc_mrr_at_100_diff1 value: 42.2145 - type: nauc_mrr_at_1000_max value: 35.6255 - type: nauc_mrr_at_1000_std value: -4.7333 - type: nauc_mrr_at_1000_diff1 value: 42.221399999999996 - type: main_score value: 53.565 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackRetrieval (default) revision: CQADupstackRetrieval_is_a_combined_dataset split: test type: CQADupstackRetrieval_is_a_combined_dataset metrics: - type: main_score value: 51.03358333333333 - type: ndcg_at_10 value: 51.03358333333333 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackStatsRetrieval (default) revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a split: test type: mteb/cqadupstack-stats metrics: - type: ndcg_at_1 value: 34.355999999999995 - type: ndcg_at_3 value: 39.660000000000004 - type: ndcg_at_5 value: 42.625 - type: ndcg_at_10 value: 45.717 - type: ndcg_at_20 value: 47.738 - type: ndcg_at_100 value: 50.586 - type: ndcg_at_1000 value: 52.317 - type: map_at_1 value: 30.009999999999998 - type: map_at_3 value: 36.597 - type: map_at_5 value: 38.507999999999996 - type: map_at_10 value: 40.034 - type: map_at_20 value: 40.633 - type: map_at_100 value: 41.089 - type: map_at_1000 value: 41.166000000000004 - type: recall_at_1 value: 30.009999999999998 - type: recall_at_3 value: 43.646 - type: recall_at_5 value: 50.763000000000005 - type: recall_at_10 value: 60.218 - type: recall_at_20 value: 67.756 - type: recall_at_100 value: 81.78 - type: recall_at_1000 value: 94.179 - type: precision_at_1 value: 34.355999999999995 - type: precision_at_3 value: 17.28 - type: precision_at_5 value: 12.454 - type: precision_at_10 value: 7.485 - type: precision_at_20 value: 4.287 - type: precision_at_100 value: 1.0670000000000002 - type: precision_at_1000 value: 0.128 - type: mrr_at_1 value: 34.355799999999995 - type: mrr_at_3 value: 40.0562 - type: mrr_at_5 value: 41.8124 - type: mrr_at_10 value: 42.998799999999996 - type: mrr_at_20 value: 43.5177 - type: mrr_at_100 value: 43.8815 - type: mrr_at_1000 value: 43.928200000000004 - type: nauc_ndcg_at_1_max value: 22.8762 - type: nauc_ndcg_at_1_std value: -7.6788 - type: nauc_ndcg_at_1_diff1 value: 57.015499999999996 - type: nauc_ndcg_at_3_max value: 22.8095 - type: nauc_ndcg_at_3_std value: -5.3355 - type: nauc_ndcg_at_3_diff1 value: 49.9449 - type: nauc_ndcg_at_5_max value: 25.366100000000003 - type: nauc_ndcg_at_5_std value: -3.8400999999999996 - type: nauc_ndcg_at_5_diff1 value: 49.0563 - type: nauc_ndcg_at_10_max value: 23.7052 - type: nauc_ndcg_at_10_std value: -4.4089 - type: nauc_ndcg_at_10_diff1 value: 47.130300000000005 - type: nauc_ndcg_at_20_max value: 24.2726 - type: nauc_ndcg_at_20_std value: -3.8846 - type: nauc_ndcg_at_20_diff1 value: 47.5163 - type: nauc_ndcg_at_100_max value: 25.487 - type: nauc_ndcg_at_100_std value: -2.1590000000000003 - type: nauc_ndcg_at_100_diff1 value: 47.8372 - type: nauc_ndcg_at_1000_max value: 25.2363 - type: nauc_ndcg_at_1000_std value: -2.5404 - type: nauc_ndcg_at_1000_diff1 value: 48.7815 - type: nauc_map_at_1_max value: 18.9891 - type: nauc_map_at_1_std value: -9.9207 - type: nauc_map_at_1_diff1 value: 55.4997 - type: nauc_map_at_3_max value: 21.235699999999998 - type: nauc_map_at_3_std value: -7.048 - type: nauc_map_at_3_diff1 value: 51.2863 - type: nauc_map_at_5_max value: 23.0436 - type: nauc_map_at_5_std value: -6.1008 - type: nauc_map_at_5_diff1 value: 50.779799999999994 - type: nauc_map_at_10_max value: 22.4576 - type: nauc_map_at_10_std value: -6.3836 - type: nauc_map_at_10_diff1 value: 49.8457 - type: nauc_map_at_20_max value: 22.599800000000002 - type: nauc_map_at_20_std value: -6.2443 - type: nauc_map_at_20_diff1 value: 49.9702 - type: nauc_map_at_100_max value: 22.8352 - type: nauc_map_at_100_std value: -5.9363 - type: nauc_map_at_100_diff1 value: 50.0868 - type: nauc_map_at_1000_max value: 22.8394 - type: nauc_map_at_1000_std value: -5.934699999999999 - type: nauc_map_at_1000_diff1 value: 50.1389 - type: nauc_recall_at_1_max value: 18.9891 - type: nauc_recall_at_1_std value: -9.9207 - type: nauc_recall_at_1_diff1 value: 55.4997 - type: nauc_recall_at_3_max value: 22.3469 - type: nauc_recall_at_3_std value: -3.1021 - type: nauc_recall_at_3_diff1 value: 44.217600000000004 - type: nauc_recall_at_5_max value: 29.2041 - type: nauc_recall_at_5_std value: 1.013 - type: nauc_recall_at_5_diff1 value: 41.4239 - type: nauc_recall_at_10_max value: 23.7313 - type: nauc_recall_at_10_std value: 0.3575 - type: nauc_recall_at_10_diff1 value: 34.661500000000004 - type: nauc_recall_at_20_max value: 25.496999999999996 - type: nauc_recall_at_20_std value: 3.1315000000000004 - type: nauc_recall_at_20_diff1 value: 34.2149 - type: nauc_recall_at_100_max value: 35.957 - type: nauc_recall_at_100_std value: 21.1095 - type: nauc_recall_at_100_diff1 value: 27.4781 - type: nauc_recall_at_1000_max value: 45.015699999999995 - type: nauc_recall_at_1000_std value: 45.8094 - type: nauc_recall_at_1000_diff1 value: 22.481499999999997 - type: nauc_precision_at_1_max value: 22.8762 - type: nauc_precision_at_1_std value: -7.6788 - type: nauc_precision_at_1_diff1 value: 57.015499999999996 - type: nauc_precision_at_3_max value: 24.8891 - type: nauc_precision_at_3_std value: -0.9313 - type: nauc_precision_at_3_diff1 value: 40.6115 - type: nauc_precision_at_5_max value: 28.7576 - type: nauc_precision_at_5_std value: 2.9669 - type: nauc_precision_at_5_diff1 value: 35.298 - type: nauc_precision_at_10_max value: 23.8354 - type: nauc_precision_at_10_std value: 3.2748 - type: nauc_precision_at_10_diff1 value: 24.2013 - type: nauc_precision_at_20_max value: 24.089199999999998 - type: nauc_precision_at_20_std value: 5.7543 - type: nauc_precision_at_20_diff1 value: 20.718 - type: nauc_precision_at_100_max value: 22.074199999999998 - type: nauc_precision_at_100_std value: 12.0253 - type: nauc_precision_at_100_diff1 value: 10.3669 - type: nauc_precision_at_1000_max value: 12.845799999999999 - type: nauc_precision_at_1000_std value: 8.9314 - type: nauc_precision_at_1000_diff1 value: 4.3847 - type: nauc_mrr_at_1_max value: 22.8762 - type: nauc_mrr_at_1_std value: -7.6788 - type: nauc_mrr_at_1_diff1 value: 57.015499999999996 - type: nauc_mrr_at_3_max value: 24.8244 - type: nauc_mrr_at_3_std value: -5.184699999999999 - type: nauc_mrr_at_3_diff1 value: 52.567 - type: nauc_mrr_at_5_max value: 25.9477 - type: nauc_mrr_at_5_std value: -4.3008999999999995 - type: nauc_mrr_at_5_diff1 value: 52.0231 - type: nauc_mrr_at_10_max value: 25.164599999999997 - type: nauc_mrr_at_10_std value: -4.3651 - type: nauc_mrr_at_10_diff1 value: 51.3857 - type: nauc_mrr_at_20_max value: 25.210500000000003 - type: nauc_mrr_at_20_std value: -4.3703 - type: nauc_mrr_at_20_diff1 value: 51.4896 - type: nauc_mrr_at_100_max value: 25.3392 - type: nauc_mrr_at_100_std value: -4.174300000000001 - type: nauc_mrr_at_100_diff1 value: 51.6015 - type: nauc_mrr_at_1000_max value: 25.3401 - type: nauc_mrr_at_1000_std value: -4.1697 - type: nauc_mrr_at_1000_diff1 value: 51.623799999999996 - type: main_score value: 45.717 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackTexRetrieval (default) revision: 46989137a86843e03a6195de44b09deda022eec7 split: test type: mteb/cqadupstack-tex metrics: - type: ndcg_at_1 value: 26.807 - type: ndcg_at_3 value: 32.134 - type: ndcg_at_5 value: 34.37 - type: ndcg_at_10 value: 37.219 - type: ndcg_at_20 value: 39.412000000000006 - type: ndcg_at_100 value: 42.775 - type: ndcg_at_1000 value: 45.174 - type: map_at_1 value: 21.89 - type: map_at_3 value: 28.498 - type: map_at_5 value: 30.076999999999998 - type: map_at_10 value: 31.455 - type: map_at_20 value: 32.173 - type: map_at_100 value: 32.738 - type: map_at_1000 value: 32.86 - type: recall_at_1 value: 21.89 - type: recall_at_3 value: 35.674 - type: recall_at_5 value: 41.582 - type: recall_at_10 value: 49.988 - type: recall_at_20 value: 58.012 - type: recall_at_100 value: 74.357 - type: recall_at_1000 value: 91.003 - type: precision_at_1 value: 26.807 - type: precision_at_3 value: 15.359 - type: precision_at_5 value: 11.067 - type: precision_at_10 value: 6.912999999999999 - type: precision_at_20 value: 4.14 - type: precision_at_100 value: 1.137 - type: precision_at_1000 value: 0.152 - type: mrr_at_1 value: 26.806600000000003 - type: mrr_at_3 value: 33.276 - type: mrr_at_5 value: 34.685100000000006 - type: mrr_at_10 value: 35.8652 - type: mrr_at_20 value: 36.3975 - type: mrr_at_100 value: 36.7734 - type: mrr_at_1000 value: 36.8373 - type: nauc_ndcg_at_1_max value: 22.2824 - type: nauc_ndcg_at_1_std value: -1.1636 - type: nauc_ndcg_at_1_diff1 value: 44.0723 - type: nauc_ndcg_at_3_max value: 23.5119 - type: nauc_ndcg_at_3_std value: 0.2747 - type: nauc_ndcg_at_3_diff1 value: 37.7517 - type: nauc_ndcg_at_5_max value: 23.494200000000003 - type: nauc_ndcg_at_5_std value: 0.5172 - type: nauc_ndcg_at_5_diff1 value: 35.808800000000005 - type: nauc_ndcg_at_10_max value: 23.9137 - type: nauc_ndcg_at_10_std value: 1.2572 - type: nauc_ndcg_at_10_diff1 value: 35.3517 - type: nauc_ndcg_at_20_max value: 24.147299999999998 - type: nauc_ndcg_at_20_std value: 1.7857999999999998 - type: nauc_ndcg_at_20_diff1 value: 34.904 - type: nauc_ndcg_at_100_max value: 24.677 - type: nauc_ndcg_at_100_std value: 3.3762 - type: nauc_ndcg_at_100_diff1 value: 35.476400000000005 - type: nauc_ndcg_at_1000_max value: 24.9518 - type: nauc_ndcg_at_1000_std value: 3.3005 - type: nauc_ndcg_at_1000_diff1 value: 35.9856 - type: nauc_map_at_1_max value: 18.5395 - type: nauc_map_at_1_std value: -1.8748 - type: nauc_map_at_1_diff1 value: 43.2271 - type: nauc_map_at_3_max value: 21.956300000000002 - type: nauc_map_at_3_std value: -0.3228 - type: nauc_map_at_3_diff1 value: 39.0086 - type: nauc_map_at_5_max value: 22.2144 - type: nauc_map_at_5_std value: -0.1749 - type: nauc_map_at_5_diff1 value: 37.7466 - type: nauc_map_at_10_max value: 22.621 - type: nauc_map_at_10_std value: 0.11750000000000001 - type: nauc_map_at_10_diff1 value: 37.5604 - type: nauc_map_at_20_max value: 22.744 - type: nauc_map_at_20_std value: 0.3284 - type: nauc_map_at_20_diff1 value: 37.4046 - type: nauc_map_at_100_max value: 22.9403 - type: nauc_map_at_100_std value: 0.594 - type: nauc_map_at_100_diff1 value: 37.519999999999996 - type: nauc_map_at_1000_max value: 22.983 - type: nauc_map_at_1000_std value: 0.6118 - type: nauc_map_at_1000_diff1 value: 37.5586 - type: nauc_recall_at_1_max value: 18.5395 - type: nauc_recall_at_1_std value: -1.8748 - type: nauc_recall_at_1_diff1 value: 43.2271 - type: nauc_recall_at_3_max value: 22.7927 - type: nauc_recall_at_3_std value: 1.0538 - type: nauc_recall_at_3_diff1 value: 33.2051 - type: nauc_recall_at_5_max value: 22.7185 - type: nauc_recall_at_5_std value: 1.3141 - type: nauc_recall_at_5_diff1 value: 28.321099999999998 - type: nauc_recall_at_10_max value: 23.3274 - type: nauc_recall_at_10_std value: 3.3770000000000002 - type: nauc_recall_at_10_diff1 value: 26.0137 - type: nauc_recall_at_20_max value: 23.8623 - type: nauc_recall_at_20_std value: 5.5042 - type: nauc_recall_at_20_diff1 value: 23.5772 - type: nauc_recall_at_100_max value: 26.5351 - type: nauc_recall_at_100_std value: 17.011100000000003 - type: nauc_recall_at_100_diff1 value: 23.150399999999998 - type: nauc_recall_at_1000_max value: 35.7909 - type: nauc_recall_at_1000_std value: 33.4656 - type: nauc_recall_at_1000_diff1 value: 19.8029 - type: nauc_precision_at_1_max value: 22.2824 - type: nauc_precision_at_1_std value: -1.1636 - type: nauc_precision_at_1_diff1 value: 44.0723 - type: nauc_precision_at_3_max value: 27.798099999999998 - type: nauc_precision_at_3_std value: 2.538 - type: nauc_precision_at_3_diff1 value: 30.9728 - type: nauc_precision_at_5_max value: 26.5049 - type: nauc_precision_at_5_std value: 2.7146 - type: nauc_precision_at_5_diff1 value: 24.1766 - type: nauc_precision_at_10_max value: 26.168799999999997 - type: nauc_precision_at_10_std value: 4.5483 - type: nauc_precision_at_10_diff1 value: 19.7263 - type: nauc_precision_at_20_max value: 24.2909 - type: nauc_precision_at_20_std value: 5.985399999999999 - type: nauc_precision_at_20_diff1 value: 14.394699999999998 - type: nauc_precision_at_100_max value: 20.945700000000002 - type: nauc_precision_at_100_std value: 9.717099999999999 - type: nauc_precision_at_100_diff1 value: 10.1707 - type: nauc_precision_at_1000_max value: 17.9958 - type: nauc_precision_at_1000_std value: 6.352399999999999 - type: nauc_precision_at_1000_diff1 value: 6.671100000000001 - type: nauc_mrr_at_1_max value: 22.2824 - type: nauc_mrr_at_1_std value: -1.1636 - type: nauc_mrr_at_1_diff1 value: 44.0723 - type: nauc_mrr_at_3_max value: 24.4906 - type: nauc_mrr_at_3_std value: 0.5277 - type: nauc_mrr_at_3_diff1 value: 39.3446 - type: nauc_mrr_at_5_max value: 24.3708 - type: nauc_mrr_at_5_std value: 0.5988 - type: nauc_mrr_at_5_diff1 value: 38.5081 - type: nauc_mrr_at_10_max value: 24.5065 - type: nauc_mrr_at_10_std value: 0.9650000000000001 - type: nauc_mrr_at_10_diff1 value: 38.4531 - type: nauc_mrr_at_20_max value: 24.577099999999998 - type: nauc_mrr_at_20_std value: 0.9927999999999999 - type: nauc_mrr_at_20_diff1 value: 38.3527 - type: nauc_mrr_at_100_max value: 24.593999999999998 - type: nauc_mrr_at_100_std value: 1.1214 - type: nauc_mrr_at_100_diff1 value: 38.4554 - type: nauc_mrr_at_1000_max value: 24.5991 - type: nauc_mrr_at_1000_std value: 1.1217 - type: nauc_mrr_at_1000_diff1 value: 38.4672 - type: main_score value: 37.219 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackUnixRetrieval (default) revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53 split: test type: mteb/cqadupstack-unix metrics: - type: ndcg_at_1 value: 41.884 - type: ndcg_at_3 value: 47.415 - type: ndcg_at_5 value: 50.442 - type: ndcg_at_10 value: 53.733 - type: ndcg_at_20 value: 55.527 - type: ndcg_at_100 value: 58.12199999999999 - type: ndcg_at_1000 value: 59.540000000000006 - type: map_at_1 value: 35.569 - type: map_at_3 value: 43.517 - type: map_at_5 value: 45.673 - type: map_at_10 value: 47.373 - type: map_at_20 value: 47.997 - type: map_at_100 value: 48.449999999999996 - type: map_at_1000 value: 48.524 - type: recall_at_1 value: 35.569 - type: recall_at_3 value: 51.43600000000001 - type: recall_at_5 value: 59.229 - type: recall_at_10 value: 68.675 - type: recall_at_20 value: 74.935 - type: recall_at_100 value: 87.12100000000001 - type: recall_at_1000 value: 96.389 - type: precision_at_1 value: 41.884 - type: precision_at_3 value: 21.735 - type: precision_at_5 value: 15.354000000000001 - type: precision_at_10 value: 9.207 - type: precision_at_20 value: 5.159 - type: precision_at_100 value: 1.2510000000000001 - type: precision_at_1000 value: 0.147 - type: mrr_at_1 value: 41.8843 - type: mrr_at_3 value: 48.8029 - type: mrr_at_5 value: 50.5053 - type: mrr_at_10 value: 51.6938 - type: mrr_at_20 value: 52.0562 - type: mrr_at_100 value: 52.3425 - type: mrr_at_1000 value: 52.3775 - type: nauc_ndcg_at_1_max value: 39.1822 - type: nauc_ndcg_at_1_std value: -10.6489 - type: nauc_ndcg_at_1_diff1 value: 53.662299999999995 - type: nauc_ndcg_at_3_max value: 39.4505 - type: nauc_ndcg_at_3_std value: -10.6853 - type: nauc_ndcg_at_3_diff1 value: 48.5749 - type: nauc_ndcg_at_5_max value: 38.7618 - type: nauc_ndcg_at_5_std value: -10.972800000000001 - type: nauc_ndcg_at_5_diff1 value: 47.846 - type: nauc_ndcg_at_10_max value: 38.9284 - type: nauc_ndcg_at_10_std value: -10.6664 - type: nauc_ndcg_at_10_diff1 value: 46.9536 - type: nauc_ndcg_at_20_max value: 39.760400000000004 - type: nauc_ndcg_at_20_std value: -9.5981 - type: nauc_ndcg_at_20_diff1 value: 47.6581 - type: nauc_ndcg_at_100_max value: 40.1241 - type: nauc_ndcg_at_100_std value: -8.7613 - type: nauc_ndcg_at_100_diff1 value: 47.8645 - type: nauc_ndcg_at_1000_max value: 39.8779 - type: nauc_ndcg_at_1000_std value: -9.0252 - type: nauc_ndcg_at_1000_diff1 value: 48.0716 - type: nauc_map_at_1_max value: 33.7108 - type: nauc_map_at_1_std value: -11.0197 - type: nauc_map_at_1_diff1 value: 51.6481 - type: nauc_map_at_3_max value: 37.4784 - type: nauc_map_at_3_std value: -11.2809 - type: nauc_map_at_3_diff1 value: 49.408 - type: nauc_map_at_5_max value: 37.6673 - type: nauc_map_at_5_std value: -11.2829 - type: nauc_map_at_5_diff1 value: 48.89 - type: nauc_map_at_10_max value: 37.9209 - type: nauc_map_at_10_std value: -11.2194 - type: nauc_map_at_10_diff1 value: 48.2784 - type: nauc_map_at_20_max value: 38.2975 - type: nauc_map_at_20_std value: -10.8997 - type: nauc_map_at_20_diff1 value: 48.547000000000004 - type: nauc_map_at_100_max value: 38.352799999999995 - type: nauc_map_at_100_std value: -10.7712 - type: nauc_map_at_100_diff1 value: 48.5685 - type: nauc_map_at_1000_max value: 38.3309 - type: nauc_map_at_1000_std value: -10.7669 - type: nauc_map_at_1000_diff1 value: 48.5663 - type: nauc_recall_at_1_max value: 33.7108 - type: nauc_recall_at_1_std value: -11.0197 - type: nauc_recall_at_1_diff1 value: 51.6481 - type: nauc_recall_at_3_max value: 37.8568 - type: nauc_recall_at_3_std value: -10.046 - type: nauc_recall_at_3_diff1 value: 44.973200000000006 - type: nauc_recall_at_5_max value: 36.5963 - type: nauc_recall_at_5_std value: -10.656 - type: nauc_recall_at_5_diff1 value: 41.8226 - type: nauc_recall_at_10_max value: 36.905300000000004 - type: nauc_recall_at_10_std value: -9.5656 - type: nauc_recall_at_10_diff1 value: 37.8973 - type: nauc_recall_at_20_max value: 40.465 - type: nauc_recall_at_20_std value: -4.2909999999999995 - type: nauc_recall_at_20_diff1 value: 40.2965 - type: nauc_recall_at_100_max value: 47.295500000000004 - type: nauc_recall_at_100_std value: 6.931900000000001 - type: nauc_recall_at_100_diff1 value: 39.684599999999996 - type: nauc_recall_at_1000_max value: 64.6766 - type: nauc_recall_at_1000_std value: 32.608399999999996 - type: nauc_recall_at_1000_diff1 value: 41.2191 - type: nauc_precision_at_1_max value: 39.1822 - type: nauc_precision_at_1_std value: -10.6489 - type: nauc_precision_at_1_diff1 value: 53.662299999999995 - type: nauc_precision_at_3_max value: 37.938 - type: nauc_precision_at_3_std value: -7.1814 - type: nauc_precision_at_3_diff1 value: 33.5813 - type: nauc_precision_at_5_max value: 33.5192 - type: nauc_precision_at_5_std value: -5.5998 - type: nauc_precision_at_5_diff1 value: 24.4701 - type: nauc_precision_at_10_max value: 27.776600000000002 - type: nauc_precision_at_10_std value: -4.016900000000001 - type: nauc_precision_at_10_diff1 value: 13.019400000000001 - type: nauc_precision_at_20_max value: 25.036199999999997 - type: nauc_precision_at_20_std value: 0.1629 - type: nauc_precision_at_20_diff1 value: 9.332 - type: nauc_precision_at_100_max value: 14.1849 - type: nauc_precision_at_100_std value: 6.534800000000001 - type: nauc_precision_at_100_diff1 value: -3.1784 - type: nauc_precision_at_1000_max value: 0.3891 - type: nauc_precision_at_1000_std value: 4.8176 - type: nauc_precision_at_1000_diff1 value: -13.1996 - type: nauc_mrr_at_1_max value: 39.1822 - type: nauc_mrr_at_1_std value: -10.6489 - type: nauc_mrr_at_1_diff1 value: 53.662299999999995 - type: nauc_mrr_at_3_max value: 40.5435 - type: nauc_mrr_at_3_std value: -9.9119 - type: nauc_mrr_at_3_diff1 value: 50.5792 - type: nauc_mrr_at_5_max value: 40.5036 - type: nauc_mrr_at_5_std value: -10.0048 - type: nauc_mrr_at_5_diff1 value: 50.1912 - type: nauc_mrr_at_10_max value: 40.367 - type: nauc_mrr_at_10_std value: -10.0094 - type: nauc_mrr_at_10_diff1 value: 49.914500000000004 - type: nauc_mrr_at_20_max value: 40.487 - type: nauc_mrr_at_20_std value: -9.8134 - type: nauc_mrr_at_20_diff1 value: 50.068900000000006 - type: nauc_mrr_at_100_max value: 40.4627 - type: nauc_mrr_at_100_std value: -9.7388 - type: nauc_mrr_at_100_diff1 value: 50.094300000000004 - type: nauc_mrr_at_1000_max value: 40.4524 - type: nauc_mrr_at_1000_std value: -9.748700000000001 - type: nauc_mrr_at_1000_diff1 value: 50.1065 - type: main_score value: 53.733 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackWebmastersRetrieval (default) revision: 160c094312a0e1facb97e55eeddb698c0abe3571 split: test type: mteb/cqadupstack-webmasters metrics: - type: ndcg_at_1 value: 37.945 - type: ndcg_at_3 value: 44.157000000000004 - type: ndcg_at_5 value: 46.88 - type: ndcg_at_10 value: 50.208 - type: ndcg_at_20 value: 52.536 - type: ndcg_at_100 value: 55.711999999999996 - type: ndcg_at_1000 value: 57.340999999999994 - type: map_at_1 value: 31.174000000000003 - type: map_at_3 value: 39.391 - type: map_at_5 value: 41.333 - type: map_at_10 value: 43.246 - type: map_at_20 value: 44.21 - type: map_at_100 value: 45.013 - type: map_at_1000 value: 45.221000000000004 - type: recall_at_1 value: 31.174000000000003 - type: recall_at_3 value: 47.085 - type: recall_at_5 value: 54.237 - type: recall_at_10 value: 63.611 - type: recall_at_20 value: 72.473 - type: recall_at_100 value: 87.45100000000001 - type: recall_at_1000 value: 97.429 - type: precision_at_1 value: 37.945 - type: precision_at_3 value: 20.751 - type: precision_at_5 value: 15.02 - type: precision_at_10 value: 9.722999999999999 - type: precision_at_20 value: 5.988 - type: precision_at_100 value: 1.818 - type: precision_at_1000 value: 0.256 - type: mrr_at_1 value: 37.9447 - type: mrr_at_3 value: 45.3228 - type: mrr_at_5 value: 47.0224 - type: mrr_at_10 value: 48.234 - type: mrr_at_20 value: 48.7403 - type: mrr_at_100 value: 49.059999999999995 - type: mrr_at_1000 value: 49.0914 - type: nauc_ndcg_at_1_max value: 26.172 - type: nauc_ndcg_at_1_std value: -9.07 - type: nauc_ndcg_at_1_diff1 value: 46.664899999999996 - type: nauc_ndcg_at_3_max value: 23.9966 - type: nauc_ndcg_at_3_std value: -11.0207 - type: nauc_ndcg_at_3_diff1 value: 43.539 - type: nauc_ndcg_at_5_max value: 24.9051 - type: nauc_ndcg_at_5_std value: -9.9938 - type: nauc_ndcg_at_5_diff1 value: 44.5711 - type: nauc_ndcg_at_10_max value: 27.603 - type: nauc_ndcg_at_10_std value: -8.339599999999999 - type: nauc_ndcg_at_10_diff1 value: 45.121 - type: nauc_ndcg_at_20_max value: 27.1764 - type: nauc_ndcg_at_20_std value: -7.295400000000001 - type: nauc_ndcg_at_20_diff1 value: 43.925 - type: nauc_ndcg_at_100_max value: 28.0352 - type: nauc_ndcg_at_100_std value: -6.6677 - type: nauc_ndcg_at_100_diff1 value: 43.6903 - type: nauc_ndcg_at_1000_max value: 27.104400000000002 - type: nauc_ndcg_at_1000_std value: -6.9685 - type: nauc_ndcg_at_1000_diff1 value: 43.952000000000005 - type: nauc_map_at_1_max value: 20.5331 - type: nauc_map_at_1_std value: -12.358600000000001 - type: nauc_map_at_1_diff1 value: 48.4715 - type: nauc_map_at_3_max value: 21.4883 - type: nauc_map_at_3_std value: -12.6776 - type: nauc_map_at_3_diff1 value: 44.2352 - type: nauc_map_at_5_max value: 22.3393 - type: nauc_map_at_5_std value: -11.6253 - type: nauc_map_at_5_diff1 value: 44.4847 - type: nauc_map_at_10_max value: 24.371399999999998 - type: nauc_map_at_10_std value: -10.5509 - type: nauc_map_at_10_diff1 value: 45.3059 - type: nauc_map_at_20_max value: 24.4314 - type: nauc_map_at_20_std value: -10.012799999999999 - type: nauc_map_at_20_diff1 value: 45.1512 - type: nauc_map_at_100_max value: 24.672900000000002 - type: nauc_map_at_100_std value: -9.637500000000001 - type: nauc_map_at_100_diff1 value: 45.31 - type: nauc_map_at_1000_max value: 24.432499999999997 - type: nauc_map_at_1000_std value: -9.5451 - type: nauc_map_at_1000_diff1 value: 45.3162 - type: nauc_recall_at_1_max value: 20.5331 - type: nauc_recall_at_1_std value: -12.358600000000001 - type: nauc_recall_at_1_diff1 value: 48.4715 - type: nauc_recall_at_3_max value: 19.8608 - type: nauc_recall_at_3_std value: -12.6162 - type: nauc_recall_at_3_diff1 value: 39.216699999999996 - type: nauc_recall_at_5_max value: 22.131700000000002 - type: nauc_recall_at_5_std value: -9.728100000000001 - type: nauc_recall_at_5_diff1 value: 39.307900000000004 - type: nauc_recall_at_10_max value: 32.0438 - type: nauc_recall_at_10_std value: -3.6334999999999997 - type: nauc_recall_at_10_diff1 value: 39.2567 - type: nauc_recall_at_20_max value: 32.0439 - type: nauc_recall_at_20_std value: 2.7743 - type: nauc_recall_at_20_diff1 value: 32.6522 - type: nauc_recall_at_100_max value: 47.1356 - type: nauc_recall_at_100_std value: 12.581700000000001 - type: nauc_recall_at_100_diff1 value: 25.913700000000002 - type: nauc_recall_at_1000_max value: 59.09799999999999 - type: nauc_recall_at_1000_std value: 47.4747 - type: nauc_recall_at_1000_diff1 value: -1.6067999999999998 - type: nauc_precision_at_1_max value: 26.172 - type: nauc_precision_at_1_std value: -9.07 - type: nauc_precision_at_1_diff1 value: 46.664899999999996 - type: nauc_precision_at_3_max value: 24.7472 - type: nauc_precision_at_3_std value: -5.6165 - type: nauc_precision_at_3_diff1 value: 29.5543 - type: nauc_precision_at_5_max value: 26.334000000000003 - type: nauc_precision_at_5_std value: 0.8363 - type: nauc_precision_at_5_diff1 value: 26.732899999999997 - type: nauc_precision_at_10_max value: 26.837100000000003 - type: nauc_precision_at_10_std value: 8.7927 - type: nauc_precision_at_10_diff1 value: 20.8763 - type: nauc_precision_at_20_max value: 18.232200000000002 - type: nauc_precision_at_20_std value: 11.752600000000001 - type: nauc_precision_at_20_diff1 value: 11.7568 - type: nauc_precision_at_100_max value: 2.1069 - type: nauc_precision_at_100_std value: 14.2173 - type: nauc_precision_at_100_diff1 value: 0.9792000000000001 - type: nauc_precision_at_1000_max value: -12.2237 - type: nauc_precision_at_1000_std value: 9.9255 - type: nauc_precision_at_1000_diff1 value: -5.8681 - type: nauc_mrr_at_1_max value: 26.172 - type: nauc_mrr_at_1_std value: -9.07 - type: nauc_mrr_at_1_diff1 value: 46.664899999999996 - type: nauc_mrr_at_3_max value: 25.629800000000003 - type: nauc_mrr_at_3_std value: -10.238800000000001 - type: nauc_mrr_at_3_diff1 value: 44.330799999999996 - type: nauc_mrr_at_5_max value: 26.7314 - type: nauc_mrr_at_5_std value: -9.589 - type: nauc_mrr_at_5_diff1 value: 45.0557 - type: nauc_mrr_at_10_max value: 27.4486 - type: nauc_mrr_at_10_std value: -8.8187 - type: nauc_mrr_at_10_diff1 value: 44.6457 - type: nauc_mrr_at_20_max value: 27.270100000000003 - type: nauc_mrr_at_20_std value: -8.6464 - type: nauc_mrr_at_20_diff1 value: 44.4286 - type: nauc_mrr_at_100_max value: 27.284399999999998 - type: nauc_mrr_at_100_std value: -8.664299999999999 - type: nauc_mrr_at_100_diff1 value: 44.4562 - type: nauc_mrr_at_1000_max value: 27.27 - type: nauc_mrr_at_1000_std value: -8.6626 - type: nauc_mrr_at_1000_diff1 value: 44.465900000000005 - type: main_score value: 50.208 task: type: Retrieval - dataset: config: default name: MTEB CQADupstackWordpressRetrieval (default) revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4 split: test type: mteb/cqadupstack-wordpress metrics: - type: ndcg_at_1 value: 27.911 - type: ndcg_at_3 value: 34.677 - type: ndcg_at_5 value: 38.315 - type: ndcg_at_10 value: 40.988 - type: ndcg_at_20 value: 42.99 - type: ndcg_at_100 value: 46.389 - type: ndcg_at_1000 value: 48.172 - type: map_at_1 value: 25.456 - type: map_at_3 value: 31.837 - type: map_at_5 value: 34.097 - type: map_at_10 value: 35.326 - type: map_at_20 value: 35.918 - type: map_at_100 value: 36.434 - type: map_at_1000 value: 36.513 - type: recall_at_1 value: 25.456 - type: recall_at_3 value: 39.892 - type: recall_at_5 value: 48.524 - type: recall_at_10 value: 56.254000000000005 - type: recall_at_20 value: 63.783 - type: recall_at_100 value: 81.164 - type: recall_at_1000 value: 93.89 - type: precision_at_1 value: 27.911 - type: precision_at_3 value: 14.849 - type: precision_at_5 value: 11.054 - type: precision_at_10 value: 6.543 - type: precision_at_20 value: 3.762 - type: precision_at_100 value: 0.9820000000000001 - type: precision_at_1000 value: 0.126 - type: mrr_at_1 value: 27.9113 - type: mrr_at_3 value: 34.5348 - type: mrr_at_5 value: 36.411 - type: mrr_at_10 value: 37.4528 - type: mrr_at_20 value: 37.992399999999996 - type: mrr_at_100 value: 38.4368 - type: mrr_at_1000 value: 38.4845 - type: nauc_ndcg_at_1_max value: 20.846999999999998 - type: nauc_ndcg_at_1_std value: -4.2672 - type: nauc_ndcg_at_1_diff1 value: 44.0328 - type: nauc_ndcg_at_3_max value: 22.7709 - type: nauc_ndcg_at_3_std value: -4.4297 - type: nauc_ndcg_at_3_diff1 value: 39.555099999999996 - type: nauc_ndcg_at_5_max value: 24.9005 - type: nauc_ndcg_at_5_std value: -2.1591 - type: nauc_ndcg_at_5_diff1 value: 37.3692 - type: nauc_ndcg_at_10_max value: 24.909100000000002 - type: nauc_ndcg_at_10_std value: -0.384 - type: nauc_ndcg_at_10_diff1 value: 37.2953 - type: nauc_ndcg_at_20_max value: 25.519399999999997 - type: nauc_ndcg_at_20_std value: 0.2725 - type: nauc_ndcg_at_20_diff1 value: 37.1091 - type: nauc_ndcg_at_100_max value: 25.6145 - type: nauc_ndcg_at_100_std value: 0.8262999999999999 - type: nauc_ndcg_at_100_diff1 value: 36.5502 - type: nauc_ndcg_at_1000_max value: 24.5673 - type: nauc_ndcg_at_1000_std value: 0.060899999999999996 - type: nauc_ndcg_at_1000_diff1 value: 36.9253 - type: nauc_map_at_1_max value: 19.8422 - type: nauc_map_at_1_std value: -5.319100000000001 - type: nauc_map_at_1_diff1 value: 44.1229 - type: nauc_map_at_3_max value: 21.9723 - type: nauc_map_at_3_std value: -5.1189 - type: nauc_map_at_3_diff1 value: 40.771 - type: nauc_map_at_5_max value: 23.4629 - type: nauc_map_at_5_std value: -3.5612 - type: nauc_map_at_5_diff1 value: 39.307700000000004 - type: nauc_map_at_10_max value: 23.519499999999997 - type: nauc_map_at_10_std value: -2.8228 - type: nauc_map_at_10_diff1 value: 39.4316 - type: nauc_map_at_20_max value: 23.6993 - type: nauc_map_at_20_std value: -2.5308 - type: nauc_map_at_20_diff1 value: 39.2955 - type: nauc_map_at_100_max value: 23.674799999999998 - type: nauc_map_at_100_std value: -2.4657999999999998 - type: nauc_map_at_100_diff1 value: 39.1997 - type: nauc_map_at_1000_max value: 23.629 - type: nauc_map_at_1000_std value: -2.4773 - type: nauc_map_at_1000_diff1 value: 39.1866 - type: nauc_recall_at_1_max value: 19.8422 - type: nauc_recall_at_1_std value: -5.319100000000001 - type: nauc_recall_at_1_diff1 value: 44.1229 - type: nauc_recall_at_3_max value: 23.5368 - type: nauc_recall_at_3_std value: -4.4474 - type: nauc_recall_at_3_diff1 value: 36.3819 - type: nauc_recall_at_5_max value: 28.0457 - type: nauc_recall_at_5_std value: 0.7798 - type: nauc_recall_at_5_diff1 value: 31.097599999999996 - type: nauc_recall_at_10_max value: 27.5608 - type: nauc_recall_at_10_std value: 5.9596 - type: nauc_recall_at_10_diff1 value: 29.6752 - type: nauc_recall_at_20_max value: 30.1434 - type: nauc_recall_at_20_std value: 8.7057 - type: nauc_recall_at_20_diff1 value: 28.402500000000003 - type: nauc_recall_at_100_max value: 35.001 - type: nauc_recall_at_100_std value: 18.8733 - type: nauc_recall_at_100_diff1 value: 18.171499999999998 - type: nauc_recall_at_1000_max value: 24.1775 - type: nauc_recall_at_1000_std value: 23.6246 - type: nauc_recall_at_1000_diff1 value: 9.8065 - type: nauc_precision_at_1_max value: 20.846999999999998 - type: nauc_precision_at_1_std value: -4.2672 - type: nauc_precision_at_1_diff1 value: 44.0328 - type: nauc_precision_at_3_max value: 25.306600000000003 - type: nauc_precision_at_3_std value: -1.959 - type: nauc_precision_at_3_diff1 value: 36.350500000000004 - type: nauc_precision_at_5_max value: 28.2705 - type: nauc_precision_at_5_std value: 5.4924 - type: nauc_precision_at_5_diff1 value: 28.198099999999997 - type: nauc_precision_at_10_max value: 26.6247 - type: nauc_precision_at_10_std value: 11.3267 - type: nauc_precision_at_10_diff1 value: 25.2188 - type: nauc_precision_at_20_max value: 27.254499999999997 - type: nauc_precision_at_20_std value: 15.3152 - type: nauc_precision_at_20_diff1 value: 19.916 - type: nauc_precision_at_100_max value: 20.3749 - type: nauc_precision_at_100_std value: 20.8664 - type: nauc_precision_at_100_diff1 value: 3.8397 - type: nauc_precision_at_1000_max value: -12.1998 - type: nauc_precision_at_1000_std value: 2.7227 - type: nauc_precision_at_1000_diff1 value: -18.4254 - type: nauc_mrr_at_1_max value: 20.846999999999998 - type: nauc_mrr_at_1_std value: -4.2672 - type: nauc_mrr_at_1_diff1 value: 44.0328 - type: nauc_mrr_at_3_max value: 22.907 - type: nauc_mrr_at_3_std value: -3.8749 - type: nauc_mrr_at_3_diff1 value: 40.1759 - type: nauc_mrr_at_5_max value: 23.819499999999998 - type: nauc_mrr_at_5_std value: -2.5065 - type: nauc_mrr_at_5_diff1 value: 39.2975 - type: nauc_mrr_at_10_max value: 23.8817 - type: nauc_mrr_at_10_std value: -1.6466999999999998 - type: nauc_mrr_at_10_diff1 value: 39.1727 - type: nauc_mrr_at_20_max value: 24 - type: nauc_mrr_at_20_std value: -1.5741 - type: nauc_mrr_at_20_diff1 value: 39.1967 - type: nauc_mrr_at_100_max value: 23.811799999999998 - type: nauc_mrr_at_100_std value: -1.6327 - type: nauc_mrr_at_100_diff1 value: 39.0917 - type: nauc_mrr_at_1000_max value: 23.7897 - type: nauc_mrr_at_1000_std value: -1.6494000000000002 - type: nauc_mrr_at_1000_diff1 value: 39.1019 - type: main_score value: 40.988 task: type: Retrieval - dataset: config: default name: MTEB ClimateFEVER (default) revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380 split: test type: mteb/climate-fever metrics: - type: ndcg_at_1 value: 45.668 - type: ndcg_at_3 value: 38.864 - type: ndcg_at_5 value: 41.327000000000005 - type: ndcg_at_10 value: 45.04 - type: ndcg_at_20 value: 47.542 - type: ndcg_at_100 value: 50.183 - type: ndcg_at_1000 value: 52.129000000000005 - type: map_at_1 value: 20.186 - type: map_at_3 value: 29.237000000000002 - type: map_at_5 value: 32.458999999999996 - type: map_at_10 value: 34.713 - type: map_at_20 value: 35.759 - type: map_at_100 value: 36.351 - type: map_at_1000 value: 36.455 - type: recall_at_1 value: 20.186 - type: recall_at_3 value: 34.772 - type: recall_at_5 value: 42.491 - type: recall_at_10 value: 50.611 - type: recall_at_20 value: 57.595 - type: recall_at_100 value: 67.374 - type: recall_at_1000 value: 78.244 - type: precision_at_1 value: 45.668 - type: precision_at_3 value: 29.316 - type: precision_at_5 value: 22.306 - type: precision_at_10 value: 13.668 - type: precision_at_20 value: 7.925 - type: precision_at_100 value: 1.9109999999999998 - type: precision_at_1000 value: 0.22899999999999998 - type: mrr_at_1 value: 45.6678 - type: mrr_at_3 value: 55.7438 - type: mrr_at_5 value: 57.3398 - type: mrr_at_10 value: 58.032799999999995 - type: mrr_at_20 value: 58.3472 - type: mrr_at_100 value: 58.4846 - type: mrr_at_1000 value: 58.504400000000004 - type: nauc_ndcg_at_1_max value: 39.312599999999996 - type: nauc_ndcg_at_1_std value: 13.444600000000001 - type: nauc_ndcg_at_1_diff1 value: 31.551499999999997 - type: nauc_ndcg_at_3_max value: 40.7886 - type: nauc_ndcg_at_3_std value: 11.7545 - type: nauc_ndcg_at_3_diff1 value: 24.758399999999998 - type: nauc_ndcg_at_5_max value: 41.4458 - type: nauc_ndcg_at_5_std value: 12.7212 - type: nauc_ndcg_at_5_diff1 value: 23.8522 - type: nauc_ndcg_at_10_max value: 41.6993 - type: nauc_ndcg_at_10_std value: 14.6038 - type: nauc_ndcg_at_10_diff1 value: 23.8755 - type: nauc_ndcg_at_20_max value: 41.4782 - type: nauc_ndcg_at_20_std value: 17.1696 - type: nauc_ndcg_at_20_diff1 value: 23.877200000000002 - type: nauc_ndcg_at_100_max value: 41.652499999999996 - type: nauc_ndcg_at_100_std value: 19.2863 - type: nauc_ndcg_at_100_diff1 value: 23.9355 - type: nauc_ndcg_at_1000_max value: 41.7572 - type: nauc_ndcg_at_1000_std value: 19.889200000000002 - type: nauc_ndcg_at_1000_diff1 value: 24.0865 - type: nauc_map_at_1_max value: 34.5948 - type: nauc_map_at_1_std value: 9.3331 - type: nauc_map_at_1_diff1 value: 33.4788 - type: nauc_map_at_3_max value: 39.2329 - type: nauc_map_at_3_std value: 11.0441 - type: nauc_map_at_3_diff1 value: 26.2025 - type: nauc_map_at_5_max value: 40.1248 - type: nauc_map_at_5_std value: 12.484 - type: nauc_map_at_5_diff1 value: 24.7156 - type: nauc_map_at_10_max value: 40.6486 - type: nauc_map_at_10_std value: 13.386400000000002 - type: nauc_map_at_10_diff1 value: 24.726100000000002 - type: nauc_map_at_20_max value: 40.6126 - type: nauc_map_at_20_std value: 14.5582 - type: nauc_map_at_20_diff1 value: 24.6569 - type: nauc_map_at_100_max value: 40.7502 - type: nauc_map_at_100_std value: 15.082899999999999 - type: nauc_map_at_100_diff1 value: 24.5925 - type: nauc_map_at_1000_max value: 40.745 - type: nauc_map_at_1000_std value: 15.1392 - type: nauc_map_at_1000_diff1 value: 24.6006 - type: nauc_recall_at_1_max value: 34.5948 - type: nauc_recall_at_1_std value: 9.3331 - type: nauc_recall_at_1_diff1 value: 33.4788 - type: nauc_recall_at_3_max value: 38.5191 - type: nauc_recall_at_3_std value: 9.8077 - type: nauc_recall_at_3_diff1 value: 21.4604 - type: nauc_recall_at_5_max value: 38.1356 - type: nauc_recall_at_5_std value: 11.158 - type: nauc_recall_at_5_diff1 value: 17.6417 - type: nauc_recall_at_10_max value: 36.6836 - type: nauc_recall_at_10_std value: 14.6125 - type: nauc_recall_at_10_diff1 value: 16.9109 - type: nauc_recall_at_20_max value: 34.7404 - type: nauc_recall_at_20_std value: 20.89 - type: nauc_recall_at_20_diff1 value: 16.233 - type: nauc_recall_at_100_max value: 33.6466 - type: nauc_recall_at_100_std value: 28.839399999999998 - type: nauc_recall_at_100_diff1 value: 15.2031 - type: nauc_recall_at_1000_max value: 33.4333 - type: nauc_recall_at_1000_std value: 35.3876 - type: nauc_recall_at_1000_diff1 value: 14.2567 - type: nauc_precision_at_1_max value: 39.312599999999996 - type: nauc_precision_at_1_std value: 13.444600000000001 - type: nauc_precision_at_1_diff1 value: 31.551499999999997 - type: nauc_precision_at_3_max value: 38.6969 - type: nauc_precision_at_3_std value: 11.604000000000001 - type: nauc_precision_at_3_diff1 value: 12.2982 - type: nauc_precision_at_5_max value: 34.0346 - type: nauc_precision_at_5_std value: 13.222700000000001 - type: nauc_precision_at_5_diff1 value: 7.2342 - type: nauc_precision_at_10_max value: 29.3584 - type: nauc_precision_at_10_std value: 16.1479 - type: nauc_precision_at_10_diff1 value: 5.3597 - type: nauc_precision_at_20_max value: 23.502799999999997 - type: nauc_precision_at_20_std value: 21.465799999999998 - type: nauc_precision_at_20_diff1 value: 2.835 - type: nauc_precision_at_100_max value: 16.001 - type: nauc_precision_at_100_std value: 26.1729 - type: nauc_precision_at_100_diff1 value: -1.1341999999999999 - type: nauc_precision_at_1000_max value: 6.7147 - type: nauc_precision_at_1000_std value: 25.3562 - type: nauc_precision_at_1000_diff1 value: -5.8931 - type: nauc_mrr_at_1_max value: 39.312599999999996 - type: nauc_mrr_at_1_std value: 13.444600000000001 - type: nauc_mrr_at_1_diff1 value: 31.551499999999997 - type: nauc_mrr_at_3_max value: 41.599799999999995 - type: nauc_mrr_at_3_std value: 13.084499999999998 - type: nauc_mrr_at_3_diff1 value: 27.8827 - type: nauc_mrr_at_5_max value: 41.7667 - type: nauc_mrr_at_5_std value: 13.2025 - type: nauc_mrr_at_5_diff1 value: 27.8692 - type: nauc_mrr_at_10_max value: 41.6294 - type: nauc_mrr_at_10_std value: 13.9039 - type: nauc_mrr_at_10_diff1 value: 27.9569 - type: nauc_mrr_at_20_max value: 41.6353 - type: nauc_mrr_at_20_std value: 13.9752 - type: nauc_mrr_at_20_diff1 value: 28.0767 - type: nauc_mrr_at_100_max value: 41.6002 - type: nauc_mrr_at_100_std value: 14.0432 - type: nauc_mrr_at_100_diff1 value: 28.1348 - type: nauc_mrr_at_1000_max value: 41.5999 - type: nauc_mrr_at_1000_std value: 14.043 - type: nauc_mrr_at_1000_diff1 value: 28.1343 - type: main_score value: 45.04 task: type: Retrieval - dataset: config: default name: MTEB DBPedia (default) revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659 split: test type: mteb/dbpedia metrics: - type: ndcg_at_1 value: 65.625 - type: ndcg_at_3 value: 57.938 - type: ndcg_at_5 value: 55.498999999999995 - type: ndcg_at_10 value: 52.577 - type: ndcg_at_20 value: 52.566 - type: ndcg_at_100 value: 58.352000000000004 - type: ndcg_at_1000 value: 64.887 - type: map_at_1 value: 10.327 - type: map_at_3 value: 17.702 - type: map_at_5 value: 21.409 - type: map_at_10 value: 25.832 - type: map_at_20 value: 31.006 - type: map_at_100 value: 38.357 - type: map_at_1000 value: 40.194 - type: recall_at_1 value: 10.327 - type: recall_at_3 value: 18.999 - type: recall_at_5 value: 24.297 - type: recall_at_10 value: 31.435000000000002 - type: recall_at_20 value: 41.801 - type: recall_at_100 value: 64.751 - type: recall_at_1000 value: 86.043 - type: precision_at_1 value: 76.5 - type: precision_at_3 value: 61.833000000000006 - type: precision_at_5 value: 53.55 - type: precision_at_10 value: 41.8 - type: precision_at_20 value: 32.963 - type: precision_at_100 value: 13.498 - type: precision_at_1000 value: 2.357 - type: mrr_at_1 value: 76.5 - type: mrr_at_3 value: 82.8333 - type: mrr_at_5 value: 83.4458 - type: mrr_at_10 value: 83.6805 - type: mrr_at_20 value: 83.7449 - type: mrr_at_100 value: 83.8219 - type: mrr_at_1000 value: 83.8283 - type: nauc_ndcg_at_1_max value: 51.568400000000004 - type: nauc_ndcg_at_1_std value: 30.5435 - type: nauc_ndcg_at_1_diff1 value: 49.4987 - type: nauc_ndcg_at_3_max value: 43.4883 - type: nauc_ndcg_at_3_std value: 31.5687 - type: nauc_ndcg_at_3_diff1 value: 30.1514 - type: nauc_ndcg_at_5_max value: 42.2335 - type: nauc_ndcg_at_5_std value: 32.3902 - type: nauc_ndcg_at_5_diff1 value: 31.9359 - type: nauc_ndcg_at_10_max value: 42.0877 - type: nauc_ndcg_at_10_std value: 31.6409 - type: nauc_ndcg_at_10_diff1 value: 34.9684 - type: nauc_ndcg_at_20_max value: 39.1372 - type: nauc_ndcg_at_20_std value: 27.4368 - type: nauc_ndcg_at_20_diff1 value: 34.865899999999996 - type: nauc_ndcg_at_100_max value: 42.838300000000004 - type: nauc_ndcg_at_100_std value: 35.3636 - type: nauc_ndcg_at_100_diff1 value: 36.2467 - type: nauc_ndcg_at_1000_max value: 48.1669 - type: nauc_ndcg_at_1000_std value: 43.3838 - type: nauc_ndcg_at_1000_diff1 value: 36.2397 - type: nauc_map_at_1_max value: -4.0852 - type: nauc_map_at_1_std value: -20.336299999999998 - type: nauc_map_at_1_diff1 value: 37.5075 - type: nauc_map_at_3_max value: 5.606 - type: nauc_map_at_3_std value: -15.477599999999999 - type: nauc_map_at_3_diff1 value: 30.1676 - type: nauc_map_at_5_max value: 9.9675 - type: nauc_map_at_5_std value: -10.4882 - type: nauc_map_at_5_diff1 value: 29.8808 - type: nauc_map_at_10_max value: 16.0247 - type: nauc_map_at_10_std value: -1.3446 - type: nauc_map_at_10_diff1 value: 30.4367 - type: nauc_map_at_20_max value: 23.0361 - type: nauc_map_at_20_std value: 8.992899999999999 - type: nauc_map_at_20_diff1 value: 30.1643 - type: nauc_map_at_100_max value: 31.816699999999997 - type: nauc_map_at_100_std value: 25.555099999999996 - type: nauc_map_at_100_diff1 value: 30.549 - type: nauc_map_at_1000_max value: 33.242399999999996 - type: nauc_map_at_1000_std value: 28.1767 - type: nauc_map_at_1000_diff1 value: 30.0242 - type: nauc_recall_at_1_max value: -4.0852 - type: nauc_recall_at_1_std value: -20.336299999999998 - type: nauc_recall_at_1_diff1 value: 37.5075 - type: nauc_recall_at_3_max value: 2.3935 - type: nauc_recall_at_3_std value: -16.4596 - type: nauc_recall_at_3_diff1 value: 26.9506 - type: nauc_recall_at_5_max value: 5.1899 - type: nauc_recall_at_5_std value: -12.879399999999999 - type: nauc_recall_at_5_diff1 value: 25.2065 - type: nauc_recall_at_10_max value: 11.216 - type: nauc_recall_at_10_std value: -5.339 - type: nauc_recall_at_10_diff1 value: 26.0229 - type: nauc_recall_at_20_max value: 17.707800000000002 - type: nauc_recall_at_20_std value: 3.9654000000000003 - type: nauc_recall_at_20_diff1 value: 27.145200000000003 - type: nauc_recall_at_100_max value: 31.8321 - type: nauc_recall_at_100_std value: 31.219599999999996 - type: nauc_recall_at_100_diff1 value: 27.9692 - type: nauc_recall_at_1000_max value: 52.7876 - type: nauc_recall_at_1000_std value: 52.9031 - type: nauc_recall_at_1000_diff1 value: 33.1839 - type: nauc_precision_at_1_max value: 61.8036 - type: nauc_precision_at_1_std value: 44.4747 - type: nauc_precision_at_1_diff1 value: 53.412800000000004 - type: nauc_precision_at_3_max value: 43.5783 - type: nauc_precision_at_3_std value: 43.266799999999996 - type: nauc_precision_at_3_diff1 value: 8.7252 - type: nauc_precision_at_5_max value: 41.7952 - type: nauc_precision_at_5_std value: 45.880900000000004 - type: nauc_precision_at_5_diff1 value: 7.077400000000001 - type: nauc_precision_at_10_max value: 38.8324 - type: nauc_precision_at_10_std value: 50.418099999999995 - type: nauc_precision_at_10_diff1 value: 4.1962 - type: nauc_precision_at_20_max value: 35.4474 - type: nauc_precision_at_20_std value: 49.4221 - type: nauc_precision_at_20_diff1 value: 1.1421000000000001 - type: nauc_precision_at_100_max value: 26.096700000000002 - type: nauc_precision_at_100_std value: 43.0639 - type: nauc_precision_at_100_diff1 value: -4.6077 - type: nauc_precision_at_1000_max value: 4.3174 - type: nauc_precision_at_1000_std value: 19.775599999999997 - type: nauc_precision_at_1000_diff1 value: -15.1778 - type: nauc_mrr_at_1_max value: 61.8036 - type: nauc_mrr_at_1_std value: 44.4747 - type: nauc_mrr_at_1_diff1 value: 53.412800000000004 - type: nauc_mrr_at_3_max value: 61.1576 - type: nauc_mrr_at_3_std value: 49.4501 - type: nauc_mrr_at_3_diff1 value: 48.682900000000004 - type: nauc_mrr_at_5_max value: 60.728 - type: nauc_mrr_at_5_std value: 48.776399999999995 - type: nauc_mrr_at_5_diff1 value: 48.9195 - type: nauc_mrr_at_10_max value: 60.7957 - type: nauc_mrr_at_10_std value: 48.849199999999996 - type: nauc_mrr_at_10_diff1 value: 48.6244 - type: nauc_mrr_at_20_max value: 60.879099999999994 - type: nauc_mrr_at_20_std value: 48.715599999999995 - type: nauc_mrr_at_20_diff1 value: 48.6482 - type: nauc_mrr_at_100_max value: 60.7809 - type: nauc_mrr_at_100_std value: 48.5439 - type: nauc_mrr_at_100_diff1 value: 48.869099999999996 - type: nauc_mrr_at_1000_max value: 60.7977 - type: nauc_mrr_at_1000_std value: 48.5617 - type: nauc_mrr_at_1000_diff1 value: 48.875099999999996 - type: main_score value: 52.577 task: type: Retrieval - dataset: config: default name: MTEB EmotionClassification (default) revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37 split: test type: mteb/emotion metrics: - type: accuracy value: 92.855 - type: f1 value: 89.1999 - type: f1_weighted value: 92.9881 - type: main_score value: 92.855 task: type: Classification - dataset: config: default name: MTEB FEVER (default) revision: bea83ef9e8fb933d90a2f1d5515737465d613e12 split: test type: mteb/fever metrics: - type: ndcg_at_1 value: 91.089 - type: ndcg_at_3 value: 92.536 - type: ndcg_at_5 value: 93.135 - type: ndcg_at_10 value: 93.57900000000001 - type: ndcg_at_20 value: 93.828 - type: ndcg_at_100 value: 94.072 - type: ndcg_at_1000 value: 94.195 - type: map_at_1 value: 84.598 - type: map_at_3 value: 90.347 - type: map_at_5 value: 90.928 - type: map_at_10 value: 91.25 - type: map_at_20 value: 91.36800000000001 - type: map_at_100 value: 91.432 - type: map_at_1000 value: 91.44 - type: recall_at_1 value: 84.598 - type: recall_at_3 value: 94.30199999999999 - type: recall_at_5 value: 95.86099999999999 - type: recall_at_10 value: 97.07900000000001 - type: recall_at_20 value: 97.816 - type: recall_at_100 value: 98.775 - type: recall_at_1000 value: 99.49 - type: precision_at_1 value: 91.089 - type: precision_at_3 value: 34.833 - type: precision_at_5 value: 21.482 - type: precision_at_10 value: 11.020000000000001 - type: precision_at_20 value: 5.614 - type: precision_at_100 value: 1.151 - type: precision_at_1000 value: 0.117 - type: mrr_at_1 value: 91.0891 - type: mrr_at_3 value: 94.56700000000001 - type: mrr_at_5 value: 94.7537 - type: mrr_at_10 value: 94.8075 - type: mrr_at_20 value: 94.8157 - type: mrr_at_100 value: 94.8214 - type: mrr_at_1000 value: 94.82169999999999 - type: nauc_ndcg_at_1_max value: 27.069399999999998 - type: nauc_ndcg_at_1_std value: -14.5981 - type: nauc_ndcg_at_1_diff1 value: 77.91120000000001 - type: nauc_ndcg_at_3_max value: 21.5811 - type: nauc_ndcg_at_3_std value: -4.1468 - type: nauc_ndcg_at_3_diff1 value: 48.83 - type: nauc_ndcg_at_5_max value: 20.523 - type: nauc_ndcg_at_5_std value: -3.3154999999999997 - type: nauc_ndcg_at_5_diff1 value: 47.5873 - type: nauc_ndcg_at_10_max value: 20.2836 - type: nauc_ndcg_at_10_std value: -2.5668 - type: nauc_ndcg_at_10_diff1 value: 48.6967 - type: nauc_ndcg_at_20_max value: 21.810499999999998 - type: nauc_ndcg_at_20_std value: -2.731 - type: nauc_ndcg_at_20_diff1 value: 50.4818 - type: nauc_ndcg_at_100_max value: 22.7895 - type: nauc_ndcg_at_100_std value: -3.3550000000000004 - type: nauc_ndcg_at_100_diff1 value: 52.141099999999994 - type: nauc_ndcg_at_1000_max value: 22.8887 - type: nauc_ndcg_at_1000_std value: -3.8968000000000003 - type: nauc_ndcg_at_1000_diff1 value: 53.1322 - type: nauc_map_at_1_max value: 17.4165 - type: nauc_map_at_1_std value: -13.8024 - type: nauc_map_at_1_diff1 value: 55.0895 - type: nauc_map_at_3_max value: 18.6504 - type: nauc_map_at_3_std value: -5.1091999999999995 - type: nauc_map_at_3_diff1 value: 46.7271 - type: nauc_map_at_5_max value: 18.9415 - type: nauc_map_at_5_std value: -4.5544 - type: nauc_map_at_5_diff1 value: 47.0325 - type: nauc_map_at_10_max value: 19.3631 - type: nauc_map_at_10_std value: -4.2128 - type: nauc_map_at_10_diff1 value: 47.8632 - type: nauc_map_at_20_max value: 19.9518 - type: nauc_map_at_20_std value: -4.1866 - type: nauc_map_at_20_diff1 value: 48.464600000000004 - type: nauc_map_at_100_max value: 20.1926 - type: nauc_map_at_100_std value: -4.2646999999999995 - type: nauc_map_at_100_diff1 value: 48.7761 - type: nauc_map_at_1000_max value: 20.2031 - type: nauc_map_at_1000_std value: -4.2917 - type: nauc_map_at_1000_diff1 value: 48.8186 - type: nauc_recall_at_1_max value: 17.4165 - type: nauc_recall_at_1_std value: -13.8024 - type: nauc_recall_at_1_diff1 value: 55.0895 - type: nauc_recall_at_3_max value: 13.7634 - type: nauc_recall_at_3_std value: 4.8161000000000005 - type: nauc_recall_at_3_diff1 value: 23.3279 - type: nauc_recall_at_5_max value: 11.2744 - type: nauc_recall_at_5_std value: 9.3473 - type: nauc_recall_at_5_diff1 value: 13.1573 - type: nauc_recall_at_10_max value: 7.927199999999999 - type: nauc_recall_at_10_std value: 16.963900000000002 - type: nauc_recall_at_10_diff1 value: 7.453 - type: nauc_recall_at_20_max value: 15.133 - type: nauc_recall_at_20_std value: 22.0635 - type: nauc_recall_at_20_diff1 value: 8.630799999999999 - type: nauc_recall_at_100_max value: 24.5063 - type: nauc_recall_at_100_std value: 29.017799999999998 - type: nauc_recall_at_100_diff1 value: 7.1233 - type: nauc_recall_at_1000_max value: 29.046 - type: nauc_recall_at_1000_std value: 41.5053 - type: nauc_recall_at_1000_diff1 value: 8.9752 - type: nauc_precision_at_1_max value: 27.069399999999998 - type: nauc_precision_at_1_std value: -14.5981 - type: nauc_precision_at_1_diff1 value: 77.91120000000001 - type: nauc_precision_at_3_max value: 4.7452000000000005 - type: nauc_precision_at_3_std value: 18.5957 - type: nauc_precision_at_3_diff1 value: -11.627 - type: nauc_precision_at_5_max value: 2.5 - type: nauc_precision_at_5_std value: 17.3486 - type: nauc_precision_at_5_diff1 value: -16.4117 - type: nauc_precision_at_10_max value: 2.2216 - type: nauc_precision_at_10_std value: 15.543899999999999 - type: nauc_precision_at_10_diff1 value: -15.697700000000001 - type: nauc_precision_at_20_max value: 4.5785 - type: nauc_precision_at_20_std value: 13.3715 - type: nauc_precision_at_20_diff1 value: -13.305900000000001 - type: nauc_precision_at_100_max value: 5.5239 - type: nauc_precision_at_100_std value: 10.3968 - type: nauc_precision_at_100_diff1 value: -11.649700000000001 - type: nauc_precision_at_1000_max value: 4.2727 - type: nauc_precision_at_1000_std value: 7.7141 - type: nauc_precision_at_1000_diff1 value: -10.2325 - type: nauc_mrr_at_1_max value: 27.069399999999998 - type: nauc_mrr_at_1_std value: -14.5981 - type: nauc_mrr_at_1_diff1 value: 77.91120000000001 - type: nauc_mrr_at_3_max value: 30.462600000000002 - type: nauc_mrr_at_3_std value: -10.8943 - type: nauc_mrr_at_3_diff1 value: 76.82 - type: nauc_mrr_at_5_max value: 30.1114 - type: nauc_mrr_at_5_std value: -11.483799999999999 - type: nauc_mrr_at_5_diff1 value: 76.5938 - type: nauc_mrr_at_10_max value: 29.8093 - type: nauc_mrr_at_10_std value: -11.4619 - type: nauc_mrr_at_10_diff1 value: 76.7031 - type: nauc_mrr_at_20_max value: 29.817700000000002 - type: nauc_mrr_at_20_std value: -11.5811 - type: nauc_mrr_at_20_diff1 value: 76.7699 - type: nauc_mrr_at_100_max value: 29.8109 - type: nauc_mrr_at_100_std value: -11.6356 - type: nauc_mrr_at_100_diff1 value: 76.7814 - type: nauc_mrr_at_1000_max value: 29.810599999999997 - type: nauc_mrr_at_1000_std value: -11.638 - type: nauc_mrr_at_1000_diff1 value: 76.7821 - type: main_score value: 93.57900000000001 task: type: Retrieval - dataset: config: default name: MTEB FiQA2018 (default) revision: 27a168819829fe9bcd655c2df245fb19452e8e06 split: test type: mteb/fiqa metrics: - type: ndcg_at_1 value: 58.48799999999999 - type: ndcg_at_3 value: 56.16100000000001 - type: ndcg_at_5 value: 57.511 - type: ndcg_at_10 value: 60.284000000000006 - type: ndcg_at_20 value: 63.104000000000006 - type: ndcg_at_100 value: 66.61399999999999 - type: ndcg_at_1000 value: 68.08 - type: map_at_1 value: 31.047000000000004 - type: map_at_3 value: 45.858 - type: map_at_5 value: 49.452 - type: map_at_10 value: 52.19200000000001 - type: map_at_20 value: 53.488 - type: map_at_100 value: 54.367 - type: map_at_1000 value: 54.484 - type: recall_at_1 value: 31.047000000000004 - type: recall_at_3 value: 51.278 - type: recall_at_5 value: 58.619 - type: recall_at_10 value: 67.388 - type: recall_at_20 value: 76.058 - type: recall_at_100 value: 89.872 - type: recall_at_1000 value: 98.104 - type: precision_at_1 value: 58.48799999999999 - type: precision_at_3 value: 37.397000000000006 - type: precision_at_5 value: 27.315 - type: precision_at_10 value: 16.636 - type: precision_at_20 value: 9.506 - type: precision_at_100 value: 2.31 - type: precision_at_1000 value: 0.258 - type: mrr_at_1 value: 58.4877 - type: mrr_at_3 value: 65.3035 - type: mrr_at_5 value: 66.5381 - type: mrr_at_10 value: 67.3128 - type: mrr_at_20 value: 67.6732 - type: mrr_at_100 value: 67.8703 - type: mrr_at_1000 value: 67.8843 - type: nauc_ndcg_at_1_max value: 22.2154 - type: nauc_ndcg_at_1_std value: -6.8969000000000005 - type: nauc_ndcg_at_1_diff1 value: 63.343 - type: nauc_ndcg_at_3_max value: 18.290100000000002 - type: nauc_ndcg_at_3_std value: -4.3137 - type: nauc_ndcg_at_3_diff1 value: 49.6392 - type: nauc_ndcg_at_5_max value: 15.2734 - type: nauc_ndcg_at_5_std value: -4.8328999999999995 - type: nauc_ndcg_at_5_diff1 value: 50.128099999999996 - type: nauc_ndcg_at_10_max value: 14.333499999999999 - type: nauc_ndcg_at_10_std value: -4.4392000000000005 - type: nauc_ndcg_at_10_diff1 value: 50.4035 - type: nauc_ndcg_at_20_max value: 16.0761 - type: nauc_ndcg_at_20_std value: -1.917 - type: nauc_ndcg_at_20_diff1 value: 51.334900000000005 - type: nauc_ndcg_at_100_max value: 18.3939 - type: nauc_ndcg_at_100_std value: -0.16199999999999998 - type: nauc_ndcg_at_100_diff1 value: 51.565099999999994 - type: nauc_ndcg_at_1000_max value: 19.3296 - type: nauc_ndcg_at_1000_std value: -2.0654 - type: nauc_ndcg_at_1000_diff1 value: 51.78620000000001 - type: nauc_map_at_1_max value: 1.4908 - type: nauc_map_at_1_std value: -9.4582 - type: nauc_map_at_1_diff1 value: 53.4035 - type: nauc_map_at_3_max value: 8.225100000000001 - type: nauc_map_at_3_std value: -8.0511 - type: nauc_map_at_3_diff1 value: 49.9005 - type: nauc_map_at_5_max value: 11.188099999999999 - type: nauc_map_at_5_std value: -7.1714 - type: nauc_map_at_5_diff1 value: 49.3836 - type: nauc_map_at_10_max value: 12.885299999999999 - type: nauc_map_at_10_std value: -6.292000000000001 - type: nauc_map_at_10_diff1 value: 49.1492 - type: nauc_map_at_20_max value: 13.8849 - type: nauc_map_at_20_std value: -5.256 - type: nauc_map_at_20_diff1 value: 49.5846 - type: nauc_map_at_100_max value: 14.6337 - type: nauc_map_at_100_std value: -4.7753 - type: nauc_map_at_100_diff1 value: 49.6103 - type: nauc_map_at_1000_max value: 14.6885 - type: nauc_map_at_1000_std value: -4.8452 - type: nauc_map_at_1000_diff1 value: 49.6053 - type: nauc_recall_at_1_max value: 1.4908 - type: nauc_recall_at_1_std value: -9.4582 - type: nauc_recall_at_1_diff1 value: 53.4035 - type: nauc_recall_at_3_max value: 4.301 - type: nauc_recall_at_3_std value: -5.7848999999999995 - type: nauc_recall_at_3_diff1 value: 43.4693 - type: nauc_recall_at_5_max value: 5.289 - type: nauc_recall_at_5_std value: -4.2011 - type: nauc_recall_at_5_diff1 value: 41.1386 - type: nauc_recall_at_10_max value: 4.936999999999999 - type: nauc_recall_at_10_std value: -2.048 - type: nauc_recall_at_10_diff1 value: 39.4644 - type: nauc_recall_at_20_max value: 7.1711 - type: nauc_recall_at_20_std value: 8.978800000000001 - type: nauc_recall_at_20_diff1 value: 40.2059 - type: nauc_recall_at_100_max value: 10.020199999999999 - type: nauc_recall_at_100_std value: 37.0448 - type: nauc_recall_at_100_diff1 value: 34.5356 - type: nauc_recall_at_1000_max value: 30.9022 - type: nauc_recall_at_1000_std value: 42.3465 - type: nauc_recall_at_1000_diff1 value: 34.7997 - type: nauc_precision_at_1_max value: 22.2154 - type: nauc_precision_at_1_std value: -6.8969000000000005 - type: nauc_precision_at_1_diff1 value: 63.343 - type: nauc_precision_at_3_max value: 27.120499999999996 - type: nauc_precision_at_3_std value: 2.8301 - type: nauc_precision_at_3_diff1 value: 21.6329 - type: nauc_precision_at_5_max value: 28.3782 - type: nauc_precision_at_5_std value: 4.8704 - type: nauc_precision_at_5_diff1 value: 12.8683 - type: nauc_precision_at_10_max value: 27.403899999999997 - type: nauc_precision_at_10_std value: 8.1265 - type: nauc_precision_at_10_diff1 value: 5.0926 - type: nauc_precision_at_20_max value: 29.383300000000002 - type: nauc_precision_at_20_std value: 12.908100000000001 - type: nauc_precision_at_20_diff1 value: 0.6472 - type: nauc_precision_at_100_max value: 30.294500000000003 - type: nauc_precision_at_100_std value: 15.93 - type: nauc_precision_at_100_diff1 value: -8.704 - type: nauc_precision_at_1000_max value: 29.9313 - type: nauc_precision_at_1000_std value: 10.1372 - type: nauc_precision_at_1000_diff1 value: -13.424800000000001 - type: nauc_mrr_at_1_max value: 22.2154 - type: nauc_mrr_at_1_std value: -6.8969000000000005 - type: nauc_mrr_at_1_diff1 value: 63.343 - type: nauc_mrr_at_3_max value: 23.3901 - type: nauc_mrr_at_3_std value: -4.6844 - type: nauc_mrr_at_3_diff1 value: 60.8869 - type: nauc_mrr_at_5_max value: 22.615299999999998 - type: nauc_mrr_at_5_std value: -4.5552 - type: nauc_mrr_at_5_diff1 value: 60.522 - type: nauc_mrr_at_10_max value: 22.7886 - type: nauc_mrr_at_10_std value: -4.4885 - type: nauc_mrr_at_10_diff1 value: 60.4902 - type: nauc_mrr_at_20_max value: 22.9083 - type: nauc_mrr_at_20_std value: -4.1969 - type: nauc_mrr_at_20_diff1 value: 60.547799999999995 - type: nauc_mrr_at_100_max value: 23.0224 - type: nauc_mrr_at_100_std value: -4.151 - type: nauc_mrr_at_100_diff1 value: 60.581399999999995 - type: nauc_mrr_at_1000_max value: 23.0223 - type: nauc_mrr_at_1000_std value: -4.1821 - type: nauc_mrr_at_1000_diff1 value: 60.5878 - type: main_score value: 60.284000000000006 task: type: Retrieval - dataset: config: default name: MTEB HotpotQA (default) revision: ab518f4d6fcca38d87c25209f94beba119d02014 split: test type: mteb/hotpotqa metrics: - type: ndcg_at_1 value: 92.086 - type: ndcg_at_3 value: 84.129 - type: ndcg_at_5 value: 86.128 - type: ndcg_at_10 value: 87.473 - type: ndcg_at_20 value: 88.273 - type: ndcg_at_100 value: 89.067 - type: ndcg_at_1000 value: 89.467 - type: map_at_1 value: 46.043 - type: map_at_3 value: 79.89 - type: map_at_5 value: 81.625 - type: map_at_10 value: 82.485 - type: map_at_20 value: 82.83 - type: map_at_100 value: 83.00699999999999 - type: map_at_1000 value: 83.03 - type: recall_at_1 value: 46.043 - type: recall_at_3 value: 83.011 - type: recall_at_5 value: 86.935 - type: recall_at_10 value: 90.304 - type: recall_at_20 value: 92.86999999999999 - type: recall_at_100 value: 96.32 - type: recall_at_1000 value: 98.933 - type: precision_at_1 value: 92.086 - type: precision_at_3 value: 55.340999999999994 - type: precision_at_5 value: 34.774 - type: precision_at_10 value: 18.061 - type: precision_at_20 value: 9.286999999999999 - type: precision_at_100 value: 1.926 - type: precision_at_1000 value: 0.198 - type: mrr_at_1 value: 92.0864 - type: mrr_at_3 value: 94.4452 - type: mrr_at_5 value: 94.6255 - type: mrr_at_10 value: 94.7333 - type: mrr_at_20 value: 94.76440000000001 - type: mrr_at_100 value: 94.7801 - type: mrr_at_1000 value: 94.7809 - type: nauc_ndcg_at_1_max value: 37.6408 - type: nauc_ndcg_at_1_std value: -7.9706 - type: nauc_ndcg_at_1_diff1 value: 64.2193 - type: nauc_ndcg_at_3_max value: 35.579 - type: nauc_ndcg_at_3_std value: 4.5917 - type: nauc_ndcg_at_3_diff1 value: -7.6203 - type: nauc_ndcg_at_5_max value: 37.7564 - type: nauc_ndcg_at_5_std value: 7.9123 - type: nauc_ndcg_at_5_diff1 value: -6.2265 - type: nauc_ndcg_at_10_max value: 38.8436 - type: nauc_ndcg_at_10_std value: 9.86 - type: nauc_ndcg_at_10_diff1 value: -5.3233999999999995 - type: nauc_ndcg_at_20_max value: 39.0612 - type: nauc_ndcg_at_20_std value: 11.0778 - type: nauc_ndcg_at_20_diff1 value: -4.0485 - type: nauc_ndcg_at_100_max value: 38.9758 - type: nauc_ndcg_at_100_std value: 10.9792 - type: nauc_ndcg_at_100_diff1 value: -2.8198999999999996 - type: nauc_ndcg_at_1000_max value: 38.366099999999996 - type: nauc_ndcg_at_1000_std value: 9.4395 - type: nauc_ndcg_at_1000_diff1 value: -2.1656 - type: nauc_map_at_1_max value: 37.6408 - type: nauc_map_at_1_std value: -7.9706 - type: nauc_map_at_1_diff1 value: 64.2193 - type: nauc_map_at_3_max value: 33.882 - type: nauc_map_at_3_std value: 3.9527 - type: nauc_map_at_3_diff1 value: -12.516 - type: nauc_map_at_5_max value: 35.452099999999994 - type: nauc_map_at_5_std value: 6.228899999999999 - type: nauc_map_at_5_diff1 value: -11.5097 - type: nauc_map_at_10_max value: 35.961999999999996 - type: nauc_map_at_10_std value: 7.000000000000001 - type: nauc_map_at_10_diff1 value: -11.0337 - type: nauc_map_at_20_max value: 35.9944 - type: nauc_map_at_20_std value: 7.3074 - type: nauc_map_at_20_diff1 value: -10.6965 - type: nauc_map_at_100_max value: 35.970600000000005 - type: nauc_map_at_100_std value: 7.279299999999999 - type: nauc_map_at_100_diff1 value: -10.5362 - type: nauc_map_at_1000_max value: 35.9476 - type: nauc_map_at_1000_std value: 7.2231000000000005 - type: nauc_map_at_1000_diff1 value: -10.5154 - type: nauc_recall_at_1_max value: 37.6408 - type: nauc_recall_at_1_std value: -7.9706 - type: nauc_recall_at_1_diff1 value: 64.2193 - type: nauc_recall_at_3_max value: 35.9731 - type: nauc_recall_at_3_std value: 8.0627 - type: nauc_recall_at_3_diff1 value: -18.9248 - type: nauc_recall_at_5_max value: 40.184799999999996 - type: nauc_recall_at_5_std value: 15.5623 - type: nauc_recall_at_5_diff1 value: -18.8156 - type: nauc_recall_at_10_max value: 43.8976 - type: nauc_recall_at_10_std value: 23.7287 - type: nauc_recall_at_10_diff1 value: -19.8106 - type: nauc_recall_at_20_max value: 46.7029 - type: nauc_recall_at_20_std value: 34.2093 - type: nauc_recall_at_20_diff1 value: -18.305 - type: nauc_recall_at_100_max value: 53.403999999999996 - type: nauc_recall_at_100_std value: 53.4122 - type: nauc_recall_at_100_diff1 value: -16.8661 - type: nauc_recall_at_1000_max value: 56.882299999999994 - type: nauc_recall_at_1000_std value: 70.0182 - type: nauc_recall_at_1000_diff1 value: -17.042099999999998 - type: nauc_precision_at_1_max value: 37.6408 - type: nauc_precision_at_1_std value: -7.9706 - type: nauc_precision_at_1_diff1 value: 64.2193 - type: nauc_precision_at_3_max value: 35.9731 - type: nauc_precision_at_3_std value: 8.0627 - type: nauc_precision_at_3_diff1 value: -18.9248 - type: nauc_precision_at_5_max value: 40.184799999999996 - type: nauc_precision_at_5_std value: 15.5623 - type: nauc_precision_at_5_diff1 value: -18.8156 - type: nauc_precision_at_10_max value: 43.8976 - type: nauc_precision_at_10_std value: 23.7287 - type: nauc_precision_at_10_diff1 value: -19.8106 - type: nauc_precision_at_20_max value: 46.7029 - type: nauc_precision_at_20_std value: 34.2093 - type: nauc_precision_at_20_diff1 value: -18.305 - type: nauc_precision_at_100_max value: 53.403999999999996 - type: nauc_precision_at_100_std value: 53.4122 - type: nauc_precision_at_100_diff1 value: -16.8661 - type: nauc_precision_at_1000_max value: 56.882299999999994 - type: nauc_precision_at_1000_std value: 70.0182 - type: nauc_precision_at_1000_diff1 value: -17.042099999999998 - type: nauc_mrr_at_1_max value: 37.6408 - type: nauc_mrr_at_1_std value: -7.9706 - type: nauc_mrr_at_1_diff1 value: 64.2193 - type: nauc_mrr_at_3_max value: 43.0267 - type: nauc_mrr_at_3_std value: -3.9602 - type: nauc_mrr_at_3_diff1 value: 64.7898 - type: nauc_mrr_at_5_max value: 42.548700000000004 - type: nauc_mrr_at_5_std value: -4.1829 - type: nauc_mrr_at_5_diff1 value: 64.81989999999999 - type: nauc_mrr_at_10_max value: 42.5037 - type: nauc_mrr_at_10_std value: -3.8122000000000003 - type: nauc_mrr_at_10_diff1 value: 64.84440000000001 - type: nauc_mrr_at_20_max value: 42.4425 - type: nauc_mrr_at_20_std value: -3.8257 - type: nauc_mrr_at_20_diff1 value: 64.8602 - type: nauc_mrr_at_100_max value: 42.3146 - type: nauc_mrr_at_100_std value: -3.9995999999999996 - type: nauc_mrr_at_100_diff1 value: 64.81660000000001 - type: nauc_mrr_at_1000_max value: 42.3073 - type: nauc_mrr_at_1000_std value: -4.0055 - type: nauc_mrr_at_1000_diff1 value: 64.81360000000001 - type: main_score value: 87.473 task: type: Retrieval - dataset: config: default name: MTEB ImdbClassification (default) revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7 split: test type: mteb/imdb metrics: - type: accuracy value: 97.07679999999999 - type: f1 value: 97.07639999999999 - type: f1_weighted value: 97.07639999999999 - type: ap value: 95.4623 - type: ap_weighted value: 95.4623 - type: main_score value: 97.07679999999999 task: type: Classification - dataset: config: default name: MTEB MSMARCO (default) revision: c5a29a104738b98a9e76336939199e264163d4a0 split: dev type: mteb/msmarco metrics: - type: ndcg_at_1 value: 27.12 - type: ndcg_at_3 value: 39.287 - type: ndcg_at_5 value: 43.478 - type: ndcg_at_10 value: 47.396 - type: ndcg_at_20 value: 49.915 - type: ndcg_at_100 value: 52.410000000000004 - type: ndcg_at_1000 value: 53.20700000000001 - type: map_at_1 value: 26.391 - type: map_at_3 value: 36.016999999999996 - type: map_at_5 value: 38.385999999999996 - type: map_at_10 value: 40.058 - type: map_at_20 value: 40.772999999999996 - type: map_at_100 value: 41.15 - type: map_at_1000 value: 41.185 - type: recall_at_1 value: 26.391 - type: recall_at_3 value: 48.025 - type: recall_at_5 value: 58.036 - type: recall_at_10 value: 69.852 - type: recall_at_20 value: 79.605 - type: recall_at_100 value: 92.499 - type: recall_at_1000 value: 98.446 - type: precision_at_1 value: 27.12 - type: precision_at_3 value: 16.608999999999998 - type: precision_at_5 value: 12.089 - type: precision_at_10 value: 7.314 - type: precision_at_20 value: 4.18 - type: precision_at_100 value: 0.9780000000000001 - type: precision_at_1000 value: 0.105 - type: mrr_at_1 value: 27.120300000000004 - type: mrr_at_3 value: 36.728699999999996 - type: mrr_at_5 value: 39.0518 - type: mrr_at_10 value: 40.6561 - type: mrr_at_20 value: 41.3384 - type: mrr_at_100 value: 41.6825 - type: mrr_at_1000 value: 41.7118 - type: nauc_ndcg_at_1_max value: -1.7341 - type: nauc_ndcg_at_1_std value: -22.0897 - type: nauc_ndcg_at_1_diff1 value: 43.9115 - type: nauc_ndcg_at_3_max value: -2.2762000000000002 - type: nauc_ndcg_at_3_std value: -24.0353 - type: nauc_ndcg_at_3_diff1 value: 40.4042 - type: nauc_ndcg_at_5_max value: -2.1643 - type: nauc_ndcg_at_5_std value: -23.5777 - type: nauc_ndcg_at_5_diff1 value: 40.1946 - type: nauc_ndcg_at_10_max value: -1.6878 - type: nauc_ndcg_at_10_std value: -22.9484 - type: nauc_ndcg_at_10_diff1 value: 40.5053 - type: nauc_ndcg_at_20_max value: -1.0808 - type: nauc_ndcg_at_20_std value: -20.8231 - type: nauc_ndcg_at_20_diff1 value: 40.4996 - type: nauc_ndcg_at_100_max value: -1.387 - type: nauc_ndcg_at_100_std value: -19.6544 - type: nauc_ndcg_at_100_diff1 value: 40.808499999999995 - type: nauc_ndcg_at_1000_max value: -1.3396 - type: nauc_ndcg_at_1000_std value: -20.7437 - type: nauc_ndcg_at_1000_diff1 value: 40.8921 - type: nauc_map_at_1_max value: -1.7507000000000001 - type: nauc_map_at_1_std value: -22.192899999999998 - type: nauc_map_at_1_diff1 value: 44.0719 - type: nauc_map_at_3_max value: -2.1371 - type: nauc_map_at_3_std value: -23.7158 - type: nauc_map_at_3_diff1 value: 41.351 - type: nauc_map_at_5_max value: -2.1025 - type: nauc_map_at_5_std value: -23.5251 - type: nauc_map_at_5_diff1 value: 41.255399999999995 - type: nauc_map_at_10_max value: -1.9206 - type: nauc_map_at_10_std value: -23.2697 - type: nauc_map_at_10_diff1 value: 41.4134 - type: nauc_map_at_20_max value: -1.7760000000000002 - type: nauc_map_at_20_std value: -22.7164 - type: nauc_map_at_20_diff1 value: 41.4186 - type: nauc_map_at_100_max value: -1.8270000000000002 - type: nauc_map_at_100_std value: -22.551 - type: nauc_map_at_100_diff1 value: 41.4761 - type: nauc_map_at_1000_max value: -1.8245 - type: nauc_map_at_1000_std value: -22.5827 - type: nauc_map_at_1000_diff1 value: 41.4796 - type: nauc_recall_at_1_max value: -1.7507000000000001 - type: nauc_recall_at_1_std value: -22.192899999999998 - type: nauc_recall_at_1_diff1 value: 44.0719 - type: nauc_recall_at_3_max value: -2.5709 - type: nauc_recall_at_3_std value: -24.9526 - type: nauc_recall_at_3_diff1 value: 37.6496 - type: nauc_recall_at_5_max value: -2.2352 - type: nauc_recall_at_5_std value: -23.7151 - type: nauc_recall_at_5_diff1 value: 36.7421 - type: nauc_recall_at_10_max value: -0.4821 - type: nauc_recall_at_10_std value: -21.5386 - type: nauc_recall_at_10_diff1 value: 37.1132 - type: nauc_recall_at_20_max value: 3.5499 - type: nauc_recall_at_20_std value: -8.5039 - type: nauc_recall_at_20_diff1 value: 35.985299999999995 - type: nauc_recall_at_100_max value: 4.6888 - type: nauc_recall_at_100_std value: 30.0406 - type: nauc_recall_at_100_diff1 value: 34.8416 - type: nauc_recall_at_1000_max value: 30.544300000000003 - type: nauc_recall_at_1000_std value: 72.42269999999999 - type: nauc_recall_at_1000_diff1 value: 26.676299999999998 - type: nauc_precision_at_1_max value: -1.7341 - type: nauc_precision_at_1_std value: -22.0897 - type: nauc_precision_at_1_diff1 value: 43.9115 - type: nauc_precision_at_3_max value: -2.7643 - type: nauc_precision_at_3_std value: -24.537100000000002 - type: nauc_precision_at_3_diff1 value: 36.9028 - type: nauc_precision_at_5_max value: -2.4927 - type: nauc_precision_at_5_std value: -22.6954 - type: nauc_precision_at_5_diff1 value: 35.0569 - type: nauc_precision_at_10_max value: -1.3371 - type: nauc_precision_at_10_std value: -19.017 - type: nauc_precision_at_10_diff1 value: 33.0978 - type: nauc_precision_at_20_max value: 1.9426999999999999 - type: nauc_precision_at_20_std value: -5.3872 - type: nauc_precision_at_20_diff1 value: 28.509400000000003 - type: nauc_precision_at_100_max value: 2.8586 - type: nauc_precision_at_100_std value: 20.869 - type: nauc_precision_at_100_diff1 value: 13.559899999999999 - type: nauc_precision_at_1000_max value: 6.1333 - type: nauc_precision_at_1000_std value: 15.551400000000001 - type: nauc_precision_at_1000_diff1 value: -3.4235 - type: nauc_mrr_at_1_max value: -1.7341 - type: nauc_mrr_at_1_std value: -22.0897 - type: nauc_mrr_at_1_diff1 value: 43.9115 - type: nauc_mrr_at_3_max value: -2.1852 - type: nauc_mrr_at_3_std value: -23.5165 - type: nauc_mrr_at_3_diff1 value: 41.1678 - type: nauc_mrr_at_5_max value: -2.1132999999999997 - type: nauc_mrr_at_5_std value: -23.1653 - type: nauc_mrr_at_5_diff1 value: 41.0944 - type: nauc_mrr_at_10_max value: -1.8908 - type: nauc_mrr_at_10_std value: -22.8918 - type: nauc_mrr_at_10_diff1 value: 41.1907 - type: nauc_mrr_at_20_max value: -1.7221 - type: nauc_mrr_at_20_std value: -22.375 - type: nauc_mrr_at_20_diff1 value: 41.2234 - type: nauc_mrr_at_100_max value: -1.7874999999999999 - type: nauc_mrr_at_100_std value: -22.2616 - type: nauc_mrr_at_100_diff1 value: 41.286899999999996 - type: nauc_mrr_at_1000_max value: -1.7856 - type: nauc_mrr_at_1000_std value: -22.2926 - type: nauc_mrr_at_1000_diff1 value: 41.2906 - type: main_score value: 47.396 task: type: Retrieval - dataset: config: en name: MTEB MTOPDomainClassification (en) revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf split: test type: mteb/mtop_domain metrics: - type: accuracy value: 99.2157 - type: f1 value: 99.1286 - type: f1_weighted value: 99.21640000000001 - type: main_score value: 99.2157 task: type: Classification - dataset: config: en name: MTEB MTOPIntentClassification (en) revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba split: test type: mteb/mtop_intent metrics: - type: accuracy value: 94.5372 - type: f1 value: 78.7627 - type: f1_weighted value: 95.2685 - type: main_score value: 94.5372 task: type: Classification - dataset: config: en name: MTEB MassiveIntentClassification (en) revision: 4672e20407010da34463acc759c162ca9734bca6 split: test type: mteb/amazon_massive_intent metrics: - type: accuracy value: 82.0646 - type: f1 value: 80.2035 - type: f1_weighted value: 80.8017 - type: main_score value: 82.0646 task: type: Classification - dataset: config: en name: MTEB MassiveScenarioClassification (en) revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 split: test type: mteb/amazon_massive_scenario metrics: - type: accuracy value: 87.5723 - type: f1 value: 86.2565 - type: f1_weighted value: 86.92020000000001 - type: main_score value: 87.5723 task: type: Classification - dataset: config: default name: MTEB MedrxivClusteringP2P (default) revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73 split: test type: mteb/medrxiv-clustering-p2p metrics: - type: v_measure value: 47.488200000000006 - type: v_measure_std value: 1.2606 - type: main_score value: 47.488200000000006 task: type: Clustering - dataset: config: default name: MTEB MedrxivClusteringS2S (default) revision: 35191c8c0dca72d8ff3efcd72aa802307d469663 split: test type: mteb/medrxiv-clustering-s2s metrics: - type: v_measure value: 45.0597 - type: v_measure_std value: 1.5357 - type: main_score value: 45.0597 task: type: Clustering - dataset: config: default name: MTEB MindSmallReranking (default) revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7 split: test type: mteb/mind_small metrics: - type: map value: 30.8519 - type: mrr value: 32.1466 - type: nAUC_map_max value: -16.602800000000002 - type: nAUC_map_std value: -8.7712 - type: nAUC_map_diff1 value: 8.7311 - type: nAUC_mrr_max value: -11.0311 - type: nAUC_mrr_std value: -5.2932 - type: nAUC_mrr_diff1 value: 8.7991 - type: main_score value: 30.8519 task: type: Reranking - dataset: config: default name: MTEB NFCorpus (default) revision: ec0fa4fe99da2ff19ca1214b7966684033a58814 split: test type: mteb/nfcorpus metrics: - type: ndcg_at_1 value: 50.773999999999994 - type: ndcg_at_3 value: 46.766000000000005 - type: ndcg_at_5 value: 44.401 - type: ndcg_at_10 value: 40.955000000000005 - type: ndcg_at_20 value: 38.436 - type: ndcg_at_100 value: 37.101 - type: ndcg_at_1000 value: 45.458999999999996 - type: map_at_1 value: 6.7860000000000005 - type: map_at_3 value: 11.305 - type: map_at_5 value: 13.355 - type: map_at_10 value: 15.841 - type: map_at_20 value: 17.724 - type: map_at_100 value: 20.146 - type: map_at_1000 value: 21.664 - type: recall_at_1 value: 6.7860000000000005 - type: recall_at_3 value: 12.848 - type: recall_at_5 value: 16.059 - type: recall_at_10 value: 20.699 - type: recall_at_20 value: 25.349 - type: recall_at_100 value: 37.377 - type: recall_at_1000 value: 68.326 - type: precision_at_1 value: 52.322 - type: precision_at_3 value: 43.963 - type: precision_at_5 value: 38.7 - type: precision_at_10 value: 30.402 - type: precision_at_20 value: 22.415 - type: precision_at_100 value: 9.074 - type: precision_at_1000 value: 2.141 - type: mrr_at_1 value: 52.322 - type: mrr_at_3 value: 60.2167 - type: mrr_at_5 value: 61.161 - type: mrr_at_10 value: 61.6213 - type: mrr_at_20 value: 61.9851 - type: mrr_at_100 value: 62.1286 - type: mrr_at_1000 value: 62.16159999999999 - type: nauc_ndcg_at_1_max value: 47.306 - type: nauc_ndcg_at_1_std value: 15.371299999999998 - type: nauc_ndcg_at_1_diff1 value: 34.3673 - type: nauc_ndcg_at_3_max value: 49.5171 - type: nauc_ndcg_at_3_std value: 21.7163 - type: nauc_ndcg_at_3_diff1 value: 24.3249 - type: nauc_ndcg_at_5_max value: 50.1667 - type: nauc_ndcg_at_5_std value: 25.496799999999997 - type: nauc_ndcg_at_5_diff1 value: 21.0998 - type: nauc_ndcg_at_10_max value: 48.174499999999995 - type: nauc_ndcg_at_10_std value: 25.674799999999998 - type: nauc_ndcg_at_10_diff1 value: 19.2271 - type: nauc_ndcg_at_20_max value: 46.451100000000004 - type: nauc_ndcg_at_20_std value: 26.3454 - type: nauc_ndcg_at_20_diff1 value: 19.6892 - type: nauc_ndcg_at_100_max value: 47.394 - type: nauc_ndcg_at_100_std value: 29.3957 - type: nauc_ndcg_at_100_diff1 value: 22.639 - type: nauc_ndcg_at_1000_max value: 48.8094 - type: nauc_ndcg_at_1000_std value: 33.6209 - type: nauc_ndcg_at_1000_diff1 value: 24.0513 - type: nauc_map_at_1_max value: 22.2337 - type: nauc_map_at_1_std value: -15.3141 - type: nauc_map_at_1_diff1 value: 46.8412 - type: nauc_map_at_3_max value: 31.1176 - type: nauc_map_at_3_std value: -6.8641 - type: nauc_map_at_3_diff1 value: 38.2225 - type: nauc_map_at_5_max value: 34.1685 - type: nauc_map_at_5_std value: -2.7371 - type: nauc_map_at_5_diff1 value: 33.8161 - type: nauc_map_at_10_max value: 38.3438 - type: nauc_map_at_10_std value: 2.4334000000000002 - type: nauc_map_at_10_diff1 value: 29.9155 - type: nauc_map_at_20_max value: 41.6186 - type: nauc_map_at_20_std value: 8.1891 - type: nauc_map_at_20_diff1 value: 28.083999999999996 - type: nauc_map_at_100_max value: 43.8986 - type: nauc_map_at_100_std value: 14.971699999999998 - type: nauc_map_at_100_diff1 value: 25.7392 - type: nauc_map_at_1000_max value: 43.7337 - type: nauc_map_at_1000_std value: 17.3602 - type: nauc_map_at_1000_diff1 value: 24.3521 - type: nauc_recall_at_1_max value: 22.2337 - type: nauc_recall_at_1_std value: -15.3141 - type: nauc_recall_at_1_diff1 value: 46.8412 - type: nauc_recall_at_3_max value: 27.4814 - type: nauc_recall_at_3_std value: -6.2251 - type: nauc_recall_at_3_diff1 value: 33.189099999999996 - type: nauc_recall_at_5_max value: 27.6656 - type: nauc_recall_at_5_std value: -1.3779 - type: nauc_recall_at_5_diff1 value: 26.5088 - type: nauc_recall_at_10_max value: 29.8338 - type: nauc_recall_at_10_std value: 0.6765 - type: nauc_recall_at_10_diff1 value: 19.3518 - type: nauc_recall_at_20_max value: 29.566300000000002 - type: nauc_recall_at_20_std value: 6.649299999999999 - type: nauc_recall_at_20_diff1 value: 16.3787 - type: nauc_recall_at_100_max value: 29.775299999999998 - type: nauc_recall_at_100_std value: 19.5727 - type: nauc_recall_at_100_diff1 value: 13.4263 - type: nauc_recall_at_1000_max value: 15.575800000000001 - type: nauc_recall_at_1000_std value: 16.5073 - type: nauc_recall_at_1000_diff1 value: 9.413 - type: nauc_precision_at_1_max value: 47.6567 - type: nauc_precision_at_1_std value: 16.1159 - type: nauc_precision_at_1_diff1 value: 35.7474 - type: nauc_precision_at_3_max value: 45.9337 - type: nauc_precision_at_3_std value: 28.306700000000003 - type: nauc_precision_at_3_diff1 value: 12.9558 - type: nauc_precision_at_5_max value: 45.3828 - type: nauc_precision_at_5_std value: 34.0723 - type: nauc_precision_at_5_diff1 value: 3.936 - type: nauc_precision_at_10_max value: 40.2787 - type: nauc_precision_at_10_std value: 36.1164 - type: nauc_precision_at_10_diff1 value: -1.9665 - type: nauc_precision_at_20_max value: 33.8095 - type: nauc_precision_at_20_std value: 37.288 - type: nauc_precision_at_20_diff1 value: -4.3394 - type: nauc_precision_at_100_max value: 19.880200000000002 - type: nauc_precision_at_100_std value: 35.8879 - type: nauc_precision_at_100_diff1 value: -11.5763 - type: nauc_precision_at_1000_max value: 2.9351 - type: nauc_precision_at_1000_std value: 17.5752 - type: nauc_precision_at_1000_diff1 value: -13.2391 - type: nauc_mrr_at_1_max value: 47.6567 - type: nauc_mrr_at_1_std value: 16.1159 - type: nauc_mrr_at_1_diff1 value: 35.7474 - type: nauc_mrr_at_3_max value: 51.1154 - type: nauc_mrr_at_3_std value: 22.6976 - type: nauc_mrr_at_3_diff1 value: 35.0163 - type: nauc_mrr_at_5_max value: 50.6561 - type: nauc_mrr_at_5_std value: 23.716 - type: nauc_mrr_at_5_diff1 value: 34.965 - type: nauc_mrr_at_10_max value: 50.6931 - type: nauc_mrr_at_10_std value: 24.0343 - type: nauc_mrr_at_10_diff1 value: 34.5146 - type: nauc_mrr_at_20_max value: 50.7143 - type: nauc_mrr_at_20_std value: 24.1366 - type: nauc_mrr_at_20_diff1 value: 34.819 - type: nauc_mrr_at_100_max value: 50.76500000000001 - type: nauc_mrr_at_100_std value: 24.1494 - type: nauc_mrr_at_100_diff1 value: 34.7759 - type: nauc_mrr_at_1000_max value: 50.7421 - type: nauc_mrr_at_1000_std value: 24.110300000000002 - type: nauc_mrr_at_1000_diff1 value: 34.7687 - type: main_score value: 40.955000000000005 task: type: Retrieval - dataset: config: default name: MTEB NQ (default) revision: b774495ed302d8c44a3a7ea25c90dbce03968f31 split: test type: mteb/nq metrics: - type: ndcg_at_1 value: 56.518 - type: ndcg_at_3 value: 68.057 - type: ndcg_at_5 value: 71.497 - type: ndcg_at_10 value: 73.91499999999999 - type: ndcg_at_20 value: 74.994 - type: ndcg_at_100 value: 75.804 - type: ndcg_at_1000 value: 75.917 - type: map_at_1 value: 50.739000000000004 - type: map_at_3 value: 63.958000000000006 - type: map_at_5 value: 66.194 - type: map_at_10 value: 67.375 - type: map_at_20 value: 67.74 - type: map_at_100 value: 67.887 - type: map_at_1000 value: 67.893 - type: recall_at_1 value: 50.739000000000004 - type: recall_at_3 value: 76.364 - type: recall_at_5 value: 84.11800000000001 - type: recall_at_10 value: 91.037 - type: recall_at_20 value: 94.914 - type: recall_at_100 value: 98.84100000000001 - type: recall_at_1000 value: 99.643 - type: precision_at_1 value: 56.518 - type: precision_at_3 value: 29.809 - type: precision_at_5 value: 20.023 - type: precision_at_10 value: 10.943999999999999 - type: precision_at_20 value: 5.7459999999999996 - type: precision_at_100 value: 1.202 - type: precision_at_1000 value: 0.121 - type: mrr_at_1 value: 56.518 - type: mrr_at_3 value: 67.4392 - type: mrr_at_5 value: 68.9064 - type: mrr_at_10 value: 69.6792 - type: mrr_at_20 value: 69.8936 - type: mrr_at_100 value: 69.9803 - type: mrr_at_1000 value: 69.9841 - type: nauc_ndcg_at_1_max value: 21.104899999999997 - type: nauc_ndcg_at_1_std value: -8.8061 - type: nauc_ndcg_at_1_diff1 value: 51.5617 - type: nauc_ndcg_at_3_max value: 25.8231 - type: nauc_ndcg_at_3_std value: -11.3673 - type: nauc_ndcg_at_3_diff1 value: 48.4532 - type: nauc_ndcg_at_5_max value: 27.3793 - type: nauc_ndcg_at_5_std value: -10.9771 - type: nauc_ndcg_at_5_diff1 value: 48.3739 - type: nauc_ndcg_at_10_max value: 27.019 - type: nauc_ndcg_at_10_std value: -9.5004 - type: nauc_ndcg_at_10_diff1 value: 48.762 - type: nauc_ndcg_at_20_max value: 26.8793 - type: nauc_ndcg_at_20_std value: -9.1081 - type: nauc_ndcg_at_20_diff1 value: 48.971599999999995 - type: nauc_ndcg_at_100_max value: 26.188200000000002 - type: nauc_ndcg_at_100_std value: -8.8193 - type: nauc_ndcg_at_100_diff1 value: 49.160900000000005 - type: nauc_ndcg_at_1000_max value: 25.976 - type: nauc_ndcg_at_1000_std value: -9.037 - type: nauc_ndcg_at_1000_diff1 value: 49.032 - type: nauc_map_at_1_max value: 19.5507 - type: nauc_map_at_1_std value: -10.5558 - type: nauc_map_at_1_diff1 value: 51.809099999999994 - type: nauc_map_at_3_max value: 24.3671 - type: nauc_map_at_3_std value: -11.4169 - type: nauc_map_at_3_diff1 value: 49.2235 - type: nauc_map_at_5_max value: 25.221 - type: nauc_map_at_5_std value: -11.1358 - type: nauc_map_at_5_diff1 value: 49.161500000000004 - type: nauc_map_at_10_max value: 25.0963 - type: nauc_map_at_10_std value: -10.516300000000001 - type: nauc_map_at_10_diff1 value: 49.239 - type: nauc_map_at_20_max value: 25.065900000000003 - type: nauc_map_at_20_std value: -10.3531 - type: nauc_map_at_20_diff1 value: 49.278 - type: nauc_map_at_100_max value: 24.9721 - type: nauc_map_at_100_std value: -10.2936 - type: nauc_map_at_100_diff1 value: 49.2973 - type: nauc_map_at_1000_max value: 24.9646 - type: nauc_map_at_1000_std value: -10.3019 - type: nauc_map_at_1000_diff1 value: 49.2939 - type: nauc_recall_at_1_max value: 19.5507 - type: nauc_recall_at_1_std value: -10.5558 - type: nauc_recall_at_1_diff1 value: 51.809099999999994 - type: nauc_recall_at_3_max value: 29.2624 - type: nauc_recall_at_3_std value: -13.894400000000001 - type: nauc_recall_at_3_diff1 value: 44.7434 - type: nauc_recall_at_5_max value: 36.0211 - type: nauc_recall_at_5_std value: -14.130999999999998 - type: nauc_recall_at_5_diff1 value: 43.3309 - type: nauc_recall_at_10_max value: 39.385799999999996 - type: nauc_recall_at_10_std value: -6.685199999999999 - type: nauc_recall_at_10_diff1 value: 44.2087 - type: nauc_recall_at_20_max value: 47.641600000000004 - type: nauc_recall_at_20_std value: -0.281 - type: nauc_recall_at_20_diff1 value: 47.0697 - type: nauc_recall_at_100_max value: 64.6308 - type: nauc_recall_at_100_std value: 45.0589 - type: nauc_recall_at_100_diff1 value: 65.0598 - type: nauc_recall_at_1000_max value: 68.5287 - type: nauc_recall_at_1000_std value: 77.1208 - type: nauc_recall_at_1000_diff1 value: 49.7482 - type: nauc_precision_at_1_max value: 21.104899999999997 - type: nauc_precision_at_1_std value: -8.8061 - type: nauc_precision_at_1_diff1 value: 51.5617 - type: nauc_precision_at_3_max value: 21.184 - type: nauc_precision_at_3_std value: -3.5241000000000002 - type: nauc_precision_at_3_diff1 value: 19.3059 - type: nauc_precision_at_5_max value: 18.4921 - type: nauc_precision_at_5_std value: 1.0416999999999998 - type: nauc_precision_at_5_diff1 value: 7.2985999999999995 - type: nauc_precision_at_10_max value: 12.1251 - type: nauc_precision_at_10_std value: 7.9022 - type: nauc_precision_at_10_diff1 value: -3.3798000000000004 - type: nauc_precision_at_20_max value: 8.2779 - type: nauc_precision_at_20_std value: 10.8969 - type: nauc_precision_at_20_diff1 value: -10.1609 - type: nauc_precision_at_100_max value: 2.0527 - type: nauc_precision_at_100_std value: 14.127799999999999 - type: nauc_precision_at_100_diff1 value: -17.0174 - type: nauc_precision_at_1000_max value: 0.0936 - type: nauc_precision_at_1000_std value: 13.403 - type: nauc_precision_at_1000_diff1 value: -19.3205 - type: nauc_mrr_at_1_max value: 21.104899999999997 - type: nauc_mrr_at_1_std value: -8.8061 - type: nauc_mrr_at_1_diff1 value: 51.5617 - type: nauc_mrr_at_3_max value: 24.9568 - type: nauc_mrr_at_3_std value: -8.7933 - type: nauc_mrr_at_3_diff1 value: 48.821799999999996 - type: nauc_mrr_at_5_max value: 25.3627 - type: nauc_mrr_at_5_std value: -8.7224 - type: nauc_mrr_at_5_diff1 value: 48.9393 - type: nauc_mrr_at_10_max value: 25.1135 - type: nauc_mrr_at_10_std value: -8.3704 - type: nauc_mrr_at_10_diff1 value: 49.132999999999996 - type: nauc_mrr_at_20_max value: 25.015700000000002 - type: nauc_mrr_at_20_std value: -8.4009 - type: nauc_mrr_at_20_diff1 value: 49.2012 - type: nauc_mrr_at_100_max value: 24.9285 - type: nauc_mrr_at_100_std value: -8.3989 - type: nauc_mrr_at_100_diff1 value: 49.223099999999995 - type: nauc_mrr_at_1000_max value: 24.921599999999998 - type: nauc_mrr_at_1000_std value: -8.4031 - type: nauc_mrr_at_1000_diff1 value: 49.2186 - type: main_score value: 73.91499999999999 task: type: Retrieval - dataset: config: default name: MTEB QuoraRetrieval (default) revision: e4e08e0b7dbe3c8700f0daef558ff32256715259 split: test type: mteb/quora metrics: - type: ndcg_at_1 value: 84.99 - type: ndcg_at_3 value: 88.71900000000001 - type: ndcg_at_5 value: 89.997 - type: ndcg_at_10 value: 91.019 - type: ndcg_at_20 value: 91.532 - type: ndcg_at_100 value: 91.92399999999999 - type: ndcg_at_1000 value: 91.977 - type: map_at_1 value: 73.833 - type: map_at_3 value: 85.117 - type: map_at_5 value: 86.85000000000001 - type: map_at_10 value: 87.875 - type: map_at_20 value: 88.256 - type: map_at_100 value: 88.44300000000001 - type: map_at_1000 value: 88.455 - type: recall_at_1 value: 73.833 - type: recall_at_3 value: 89.934 - type: recall_at_5 value: 93.795 - type: recall_at_10 value: 96.799 - type: recall_at_20 value: 98.458 - type: recall_at_100 value: 99.79299999999999 - type: recall_at_1000 value: 99.98899999999999 - type: precision_at_1 value: 84.99 - type: precision_at_3 value: 38.897 - type: precision_at_5 value: 25.407999999999998 - type: precision_at_10 value: 13.766 - type: precision_at_20 value: 7.255000000000001 - type: precision_at_100 value: 1.543 - type: precision_at_1000 value: 0.157 - type: mrr_at_1 value: 85 - type: mrr_at_3 value: 89.485 - type: mrr_at_5 value: 90.0545 - type: mrr_at_10 value: 90.256 - type: mrr_at_20 value: 90.307 - type: mrr_at_100 value: 90.3212 - type: mrr_at_1000 value: 90.3214 - type: nauc_ndcg_at_1_max value: 33.0127 - type: nauc_ndcg_at_1_std value: -59.3688 - type: nauc_ndcg_at_1_diff1 value: 81.11880000000001 - type: nauc_ndcg_at_3_max value: 29.525800000000004 - type: nauc_ndcg_at_3_std value: -71.4482 - type: nauc_ndcg_at_3_diff1 value: 78.98849999999999 - type: nauc_ndcg_at_5_max value: 30.3419 - type: nauc_ndcg_at_5_std value: -73.92490000000001 - type: nauc_ndcg_at_5_diff1 value: 79.8099 - type: nauc_ndcg_at_10_max value: 31.262800000000002 - type: nauc_ndcg_at_10_std value: -71.8798 - type: nauc_ndcg_at_10_diff1 value: 80.01310000000001 - type: nauc_ndcg_at_20_max value: 31.8336 - type: nauc_ndcg_at_20_std value: -69.852 - type: nauc_ndcg_at_20_diff1 value: 79.9131 - type: nauc_ndcg_at_100_max value: 32.351400000000005 - type: nauc_ndcg_at_100_std value: -67.02420000000001 - type: nauc_ndcg_at_100_diff1 value: 79.8222 - type: nauc_ndcg_at_1000_max value: 32.3924 - type: nauc_ndcg_at_1000_std value: -66.57690000000001 - type: nauc_ndcg_at_1000_diff1 value: 79.8063 - type: nauc_map_at_1_max value: 21.4243 - type: nauc_map_at_1_std value: -57.04900000000001 - type: nauc_map_at_1_diff1 value: 83.3378 - type: nauc_map_at_3_max value: 27.078799999999998 - type: nauc_map_at_3_std value: -73.0069 - type: nauc_map_at_3_diff1 value: 80.437 - type: nauc_map_at_5_max value: 28.931600000000003 - type: nauc_map_at_5_std value: -73.7017 - type: nauc_map_at_5_diff1 value: 80.2443 - type: nauc_map_at_10_max value: 30.246699999999997 - type: nauc_map_at_10_std value: -71.5712 - type: nauc_map_at_10_diff1 value: 80.0294 - type: nauc_map_at_20_max value: 30.6119 - type: nauc_map_at_20_std value: -70.0168 - type: nauc_map_at_20_diff1 value: 79.86619999999999 - type: nauc_map_at_100_max value: 30.778899999999997 - type: nauc_map_at_100_std value: -68.85860000000001 - type: nauc_map_at_100_diff1 value: 79.8048 - type: nauc_map_at_1000_max value: 30.798199999999998 - type: nauc_map_at_1000_std value: -68.77210000000001 - type: nauc_map_at_1000_diff1 value: 79.8039 - type: nauc_recall_at_1_max value: 21.4243 - type: nauc_recall_at_1_std value: -57.04900000000001 - type: nauc_recall_at_1_diff1 value: 83.3378 - type: nauc_recall_at_3_max value: 22.6679 - type: nauc_recall_at_3_std value: -86.9046 - type: nauc_recall_at_3_diff1 value: 77.608 - type: nauc_recall_at_5_max value: 24.4242 - type: nauc_recall_at_5_std value: -100.1963 - type: nauc_recall_at_5_diff1 value: 77.5562 - type: nauc_recall_at_10_max value: 26.995599999999996 - type: nauc_recall_at_10_std value: -110.56330000000001 - type: nauc_recall_at_10_diff1 value: 78.6007 - type: nauc_recall_at_20_max value: 27.3385 - type: nauc_recall_at_20_std value: -117.10199999999999 - type: nauc_recall_at_20_diff1 value: 77.7938 - type: nauc_recall_at_100_max value: 33.0847 - type: nauc_recall_at_100_std value: -110.4169 - type: nauc_recall_at_100_diff1 value: 76.4873 - type: nauc_recall_at_1000_max value: -16.532 - type: nauc_recall_at_1000_std value: -24.5592 - type: nauc_recall_at_1000_diff1 value: 72.233 - type: nauc_precision_at_1_max value: 33.0127 - type: nauc_precision_at_1_std value: -59.3688 - type: nauc_precision_at_1_diff1 value: 81.11880000000001 - type: nauc_precision_at_3_max value: 4.6178 - type: nauc_precision_at_3_std value: 8.1134 - type: nauc_precision_at_3_diff1 value: -27.1918 - type: nauc_precision_at_5_max value: 1.3161 - type: nauc_precision_at_5_std value: 21.8406 - type: nauc_precision_at_5_diff1 value: -37.5509 - type: nauc_precision_at_10_max value: -1.4878 - type: nauc_precision_at_10_std value: 35.5171 - type: nauc_precision_at_10_diff1 value: -43.601099999999995 - type: nauc_precision_at_20_max value: -3.0787999999999998 - type: nauc_precision_at_20_std value: 43.1194 - type: nauc_precision_at_20_diff1 value: -45.7438 - type: nauc_precision_at_100_max value: -4.3248 - type: nauc_precision_at_100_std value: 51.5534 - type: nauc_precision_at_100_diff1 value: -46.8655 - type: nauc_precision_at_1000_max value: -4.4053 - type: nauc_precision_at_1000_std value: 53.2738 - type: nauc_precision_at_1000_diff1 value: -46.8777 - type: nauc_mrr_at_1_max value: 32.994099999999996 - type: nauc_mrr_at_1_std value: -59.4653 - type: nauc_mrr_at_1_diff1 value: 81.0983 - type: nauc_mrr_at_3_max value: 33.381699999999995 - type: nauc_mrr_at_3_std value: -65.6011 - type: nauc_mrr_at_3_diff1 value: 80.3293 - type: nauc_mrr_at_5_max value: 33.5696 - type: nauc_mrr_at_5_std value: -65.3317 - type: nauc_mrr_at_5_diff1 value: 80.5711 - type: nauc_mrr_at_10_max value: 33.453500000000005 - type: nauc_mrr_at_10_std value: -64.90209999999999 - type: nauc_mrr_at_10_diff1 value: 80.5965 - type: nauc_mrr_at_20_max value: 33.414500000000004 - type: nauc_mrr_at_20_std value: -64.7197 - type: nauc_mrr_at_20_diff1 value: 80.5804 - type: nauc_mrr_at_100_max value: 33.4032 - type: nauc_mrr_at_100_std value: -64.6315 - type: nauc_mrr_at_100_diff1 value: 80.5771 - type: nauc_mrr_at_1000_max value: 33.4024 - type: nauc_mrr_at_1000_std value: -64.6301 - type: nauc_mrr_at_1000_diff1 value: 80.5769 - type: main_score value: 91.019 task: type: Retrieval - dataset: config: default name: MTEB RedditClustering (default) revision: 24640382cdbf8abc73003fb0fa6d111a705499eb split: test type: mteb/reddit-clustering metrics: - type: v_measure value: 72.7484 - type: v_measure_std value: 2.9369 - type: main_score value: 72.7484 task: type: Clustering - dataset: config: default name: MTEB RedditClusteringP2P (default) revision: 385e3cb46b4cfa89021f56c4380204149d0efe33 split: test type: mteb/reddit-clustering-p2p metrics: - type: v_measure value: 73.0078 - type: v_measure_std value: 12.3013 - type: main_score value: 73.0078 task: type: Clustering - dataset: config: default name: MTEB SCIDOCS (default) revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88 split: test type: mteb/scidocs metrics: - type: ndcg_at_1 value: 31.3 - type: ndcg_at_3 value: 26.807 - type: ndcg_at_5 value: 24.29 - type: ndcg_at_10 value: 29.189999999999998 - type: ndcg_at_20 value: 33.212 - type: ndcg_at_100 value: 41.062 - type: ndcg_at_1000 value: 46.201 - type: map_at_1 value: 6.358 - type: map_at_3 value: 12.309000000000001 - type: map_at_5 value: 15.543000000000001 - type: map_at_10 value: 18.404999999999998 - type: map_at_20 value: 20.102 - type: map_at_100 value: 22.012 - type: map_at_1000 value: 22.391 - type: recall_at_1 value: 6.358 - type: recall_at_3 value: 15.482999999999999 - type: recall_at_5 value: 22.343 - type: recall_at_10 value: 31.378 - type: recall_at_20 value: 40.797 - type: recall_at_100 value: 66.122 - type: recall_at_1000 value: 90.878 - type: precision_at_1 value: 31.3 - type: precision_at_3 value: 25.467000000000002 - type: precision_at_5 value: 22.06 - type: precision_at_10 value: 15.479999999999999 - type: precision_at_20 value: 10.059999999999999 - type: precision_at_100 value: 3.2620000000000005 - type: precision_at_1000 value: 0.44799999999999995 - type: mrr_at_1 value: 31.3 - type: mrr_at_3 value: 41.5167 - type: mrr_at_5 value: 43.8317 - type: mrr_at_10 value: 45.236900000000006 - type: mrr_at_20 value: 45.894200000000005 - type: mrr_at_100 value: 46.2296 - type: mrr_at_1000 value: 46.247 - type: nauc_ndcg_at_1_max value: 22.6455 - type: nauc_ndcg_at_1_std value: -3.4214 - type: nauc_ndcg_at_1_diff1 value: 22.2194 - type: nauc_ndcg_at_3_max value: 26.16 - type: nauc_ndcg_at_3_std value: -4.1874 - type: nauc_ndcg_at_3_diff1 value: 15.6529 - type: nauc_ndcg_at_5_max value: 29.849500000000003 - type: nauc_ndcg_at_5_std value: -3.5488 - type: nauc_ndcg_at_5_diff1 value: 15.6251 - type: nauc_ndcg_at_10_max value: 30.462600000000002 - type: nauc_ndcg_at_10_std value: -2.4431000000000003 - type: nauc_ndcg_at_10_diff1 value: 13.424700000000001 - type: nauc_ndcg_at_20_max value: 32.0054 - type: nauc_ndcg_at_20_std value: -0.9074000000000001 - type: nauc_ndcg_at_20_diff1 value: 13.2326 - type: nauc_ndcg_at_100_max value: 33.604099999999995 - type: nauc_ndcg_at_100_std value: 3.8350000000000004 - type: nauc_ndcg_at_100_diff1 value: 12.7082 - type: nauc_ndcg_at_1000_max value: 32.5997 - type: nauc_ndcg_at_1000_std value: 3.2862 - type: nauc_ndcg_at_1000_diff1 value: 13.7365 - type: nauc_map_at_1_max value: 22.3207 - type: nauc_map_at_1_std value: -3.543 - type: nauc_map_at_1_diff1 value: 21.9335 - type: nauc_map_at_3_max value: 24.9035 - type: nauc_map_at_3_std value: -5.9363 - type: nauc_map_at_3_diff1 value: 15.101 - type: nauc_map_at_5_max value: 28.5337 - type: nauc_map_at_5_std value: -6.2807 - type: nauc_map_at_5_diff1 value: 14.9171 - type: nauc_map_at_10_max value: 29.496899999999997 - type: nauc_map_at_10_std value: -5.608 - type: nauc_map_at_10_diff1 value: 12.7308 - type: nauc_map_at_20_max value: 30.4348 - type: nauc_map_at_20_std value: -4.4265 - type: nauc_map_at_20_diff1 value: 12.4533 - type: nauc_map_at_100_max value: 31.244100000000003 - type: nauc_map_at_100_std value: -2.6229999999999998 - type: nauc_map_at_100_diff1 value: 12.2408 - type: nauc_map_at_1000_max value: 31.200699999999998 - type: nauc_map_at_1000_std value: -2.5584 - type: nauc_map_at_1000_diff1 value: 12.295499999999999 - type: nauc_recall_at_1_max value: 22.3207 - type: nauc_recall_at_1_std value: -3.543 - type: nauc_recall_at_1_diff1 value: 21.9335 - type: nauc_recall_at_3_max value: 26.617800000000003 - type: nauc_recall_at_3_std value: -4.601 - type: nauc_recall_at_3_diff1 value: 12.969800000000001 - type: nauc_recall_at_5_max value: 31.523 - type: nauc_recall_at_5_std value: -2.8593 - type: nauc_recall_at_5_diff1 value: 13.077 - type: nauc_recall_at_10_max value: 30.361 - type: nauc_recall_at_10_std value: -0.7305 - type: nauc_recall_at_10_diff1 value: 8.5364 - type: nauc_recall_at_20_max value: 31.821700000000003 - type: nauc_recall_at_20_std value: 2.5871999999999997 - type: nauc_recall_at_20_diff1 value: 7.7219 - type: nauc_recall_at_100_max value: 32.658500000000004 - type: nauc_recall_at_100_std value: 17.088 - type: nauc_recall_at_100_diff1 value: 4.2962 - type: nauc_recall_at_1000_max value: 28.8568 - type: nauc_recall_at_1000_std value: 30.724400000000003 - type: nauc_recall_at_1000_diff1 value: 5.7278 - type: nauc_precision_at_1_max value: 22.6455 - type: nauc_precision_at_1_std value: -3.4214 - type: nauc_precision_at_1_diff1 value: 22.2194 - type: nauc_precision_at_3_max value: 27.0287 - type: nauc_precision_at_3_std value: -4.2745999999999995 - type: nauc_precision_at_3_diff1 value: 13.2524 - type: nauc_precision_at_5_max value: 31.798199999999998 - type: nauc_precision_at_5_std value: -2.6458 - type: nauc_precision_at_5_diff1 value: 13.1913 - type: nauc_precision_at_10_max value: 30.442700000000002 - type: nauc_precision_at_10_std value: -0.7052 - type: nauc_precision_at_10_diff1 value: 8.698500000000001 - type: nauc_precision_at_20_max value: 31.8098 - type: nauc_precision_at_20_std value: 2.6527 - type: nauc_precision_at_20_diff1 value: 7.988199999999999 - type: nauc_precision_at_100_max value: 31.9799 - type: nauc_precision_at_100_std value: 16.4552 - type: nauc_precision_at_100_diff1 value: 4.6661 - type: nauc_precision_at_1000_max value: 26.039099999999998 - type: nauc_precision_at_1000_std value: 26.8761 - type: nauc_precision_at_1000_diff1 value: 5.564299999999999 - type: nauc_mrr_at_1_max value: 22.6455 - type: nauc_mrr_at_1_std value: -3.4214 - type: nauc_mrr_at_1_diff1 value: 22.2194 - type: nauc_mrr_at_3_max value: 25.827699999999997 - type: nauc_mrr_at_3_std value: -2.0878 - type: nauc_mrr_at_3_diff1 value: 19.0105 - type: nauc_mrr_at_5_max value: 26.479799999999997 - type: nauc_mrr_at_5_std value: -1.0343 - type: nauc_mrr_at_5_diff1 value: 19.4599 - type: nauc_mrr_at_10_max value: 26.3345 - type: nauc_mrr_at_10_std value: -1.0147 - type: nauc_mrr_at_10_diff1 value: 19.572 - type: nauc_mrr_at_20_max value: 26.4581 - type: nauc_mrr_at_20_std value: -1.0342 - type: nauc_mrr_at_20_diff1 value: 19.5204 - type: nauc_mrr_at_100_max value: 26.334200000000003 - type: nauc_mrr_at_100_std value: -1.0591 - type: nauc_mrr_at_100_diff1 value: 19.5134 - type: nauc_mrr_at_1000_max value: 26.3192 - type: nauc_mrr_at_1000_std value: -1.0868 - type: nauc_mrr_at_1000_diff1 value: 19.5308 - type: main_score value: 29.189999999999998 task: type: Retrieval - dataset: config: default name: MTEB SICK-R (default) revision: 20a6d6f312dd54037fe07a32d58e5e168867909d split: test type: mteb/sickr-sts metrics: - type: pearson value: 82.9977 - type: spearman value: 82.7264 - type: cosine_pearson value: 82.9977 - type: cosine_spearman value: 82.7264 - type: manhattan_pearson value: 79.2844 - type: manhattan_spearman value: 82.706 - type: euclidean_pearson value: 79.30319999999999 - type: euclidean_spearman value: 82.7264 - type: main_score value: 82.7264 task: type: STS - dataset: config: default name: MTEB STS12 (default) revision: a0d554a64d88156834ff5ae9920b964011b16384 split: test type: mteb/sts12-sts metrics: - type: pearson value: 86.691 - type: spearman value: 79.9669 - type: cosine_pearson value: 86.691 - type: cosine_spearman value: 79.9669 - type: manhattan_pearson value: 81.131 - type: manhattan_spearman value: 79.9913 - type: euclidean_pearson value: 81.13550000000001 - type: euclidean_spearman value: 79.9667 - type: main_score value: 79.9669 task: type: STS - dataset: config: default name: MTEB STS13 (default) revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca split: test type: mteb/sts13-sts metrics: - type: pearson value: 85.1053 - type: spearman value: 83.94890000000001 - type: cosine_pearson value: 85.1053 - type: cosine_spearman value: 83.94890000000001 - type: manhattan_pearson value: 83.7957 - type: manhattan_spearman value: 83.8831 - type: euclidean_pearson value: 83.8318 - type: euclidean_spearman value: 83.94890000000001 - type: main_score value: 83.94890000000001 task: type: STS - dataset: config: default name: MTEB STS14 (default) revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375 split: test type: mteb/sts14-sts metrics: - type: pearson value: 84.23610000000001 - type: spearman value: 84.2503 - type: cosine_pearson value: 84.23610000000001 - type: cosine_spearman value: 84.2503 - type: manhattan_pearson value: 82.3061 - type: manhattan_spearman value: 84.2598 - type: euclidean_pearson value: 82.30330000000001 - type: euclidean_spearman value: 84.2503 - type: main_score value: 84.2503 task: type: STS - dataset: config: default name: MTEB STS15 (default) revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3 split: test type: mteb/sts15-sts metrics: - type: pearson value: 90.5569 - type: spearman value: 90.4496 - type: cosine_pearson value: 90.5569 - type: cosine_spearman value: 90.4496 - type: manhattan_pearson value: 88.5942 - type: manhattan_spearman value: 90.4286 - type: euclidean_pearson value: 88.6003 - type: euclidean_spearman value: 90.4496 - type: main_score value: 90.4496 task: type: STS - dataset: config: default name: MTEB STS16 (default) revision: 4d8694f8f0e0100860b497b999b3dbed754a0513 split: test type: mteb/sts16-sts metrics: - type: pearson value: 86.447 - type: spearman value: 86.4776 - type: cosine_pearson value: 86.447 - type: cosine_spearman value: 86.4776 - type: manhattan_pearson value: 85.3768 - type: manhattan_spearman value: 86.48599999999999 - type: euclidean_pearson value: 85.3792 - type: euclidean_spearman value: 86.4776 - type: main_score value: 86.4776 task: type: STS - dataset: config: en-en name: MTEB STS17 (en-en) revision: faeb762787bd10488a50c8b5be4a3b82e411949c split: test type: mteb/sts17-crosslingual-sts metrics: - type: pearson value: 90.40820000000001 - type: spearman value: 89.7495 - type: cosine_pearson value: 90.40820000000001 - type: cosine_spearman value: 89.7495 - type: manhattan_pearson value: 88.20519999999999 - type: manhattan_spearman value: 89.62689999999999 - type: euclidean_pearson value: 88.268 - type: euclidean_spearman value: 89.7495 - type: main_score value: 89.7495 task: type: STS - dataset: config: en name: MTEB STS22 (en) revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 split: test type: mteb/sts22-crosslingual-sts metrics: - type: pearson value: 69.5732 - type: spearman value: 67.7261 - type: cosine_pearson value: 69.5732 - type: cosine_spearman value: 67.7261 - type: manhattan_pearson value: 69.7793 - type: manhattan_spearman value: 67.9213 - type: euclidean_pearson value: 69.6908 - type: euclidean_spearman value: 67.7261 - type: main_score value: 67.7261 task: type: STS - dataset: config: default name: MTEB STSBenchmark (default) revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831 split: test type: mteb/stsbenchmark-sts metrics: - type: pearson value: 86.6914 - type: spearman value: 87.2151 - type: cosine_pearson value: 86.6914 - type: cosine_spearman value: 87.2151 - type: manhattan_pearson value: 85.8277 - type: manhattan_spearman value: 87.2492 - type: euclidean_pearson value: 85.79719999999999 - type: euclidean_spearman value: 87.2151 - type: main_score value: 87.2151 task: type: STS - dataset: config: default name: MTEB SciDocsRR (default) revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab split: test type: mteb/scidocs-reranking metrics: - type: map value: 89.137 - type: mrr value: 96.7541 - type: nAUC_map_max value: 52.1481 - type: nAUC_map_std value: 72.15859999999999 - type: nAUC_map_diff1 value: -10.389 - type: nAUC_mrr_max value: 85.25160000000001 - type: nAUC_mrr_std value: 87.73570000000001 - type: nAUC_mrr_diff1 value: 30.605300000000003 - type: main_score value: 89.137 task: type: Reranking - dataset: config: default name: MTEB SciFact (default) revision: 0228b52cf27578f30900b9e5271d331663a030d7 split: test type: mteb/scifact metrics: - type: ndcg_at_1 value: 71.667 - type: ndcg_at_3 value: 79.611 - type: ndcg_at_5 value: 81.394 - type: ndcg_at_10 value: 83.279 - type: ndcg_at_20 value: 83.8 - type: ndcg_at_100 value: 84.233 - type: ndcg_at_1000 value: 84.316 - type: map_at_1 value: 68.57799999999999 - type: map_at_3 value: 76.639 - type: map_at_5 value: 78.168 - type: map_at_10 value: 79.148 - type: map_at_20 value: 79.31 - type: map_at_100 value: 79.36800000000001 - type: map_at_1000 value: 79.37100000000001 - type: recall_at_1 value: 68.57799999999999 - type: recall_at_3 value: 85.47200000000001 - type: recall_at_5 value: 89.839 - type: recall_at_10 value: 95 - type: recall_at_20 value: 97 - type: recall_at_100 value: 99.333 - type: recall_at_1000 value: 100 - type: precision_at_1 value: 71.667 - type: precision_at_3 value: 31 - type: precision_at_5 value: 20.067 - type: precision_at_10 value: 10.767 - type: precision_at_20 value: 5.5 - type: precision_at_100 value: 1.123 - type: precision_at_1000 value: 0.11299999999999999 - type: mrr_at_1 value: 71.6667 - type: mrr_at_3 value: 78.2222 - type: mrr_at_5 value: 79.0222 - type: mrr_at_10 value: 79.7295 - type: mrr_at_20 value: 79.83879999999999 - type: mrr_at_100 value: 79.89739999999999 - type: mrr_at_1000 value: 79.9004 - type: nauc_ndcg_at_1_max value: 42.2431 - type: nauc_ndcg_at_1_std value: -2.0832 - type: nauc_ndcg_at_1_diff1 value: 76.9413 - type: nauc_ndcg_at_3_max value: 34.7709 - type: nauc_ndcg_at_3_std value: -6.3732999999999995 - type: nauc_ndcg_at_3_diff1 value: 74.6789 - type: nauc_ndcg_at_5_max value: 37.940400000000004 - type: nauc_ndcg_at_5_std value: -3.9581999999999997 - type: nauc_ndcg_at_5_diff1 value: 75.22330000000001 - type: nauc_ndcg_at_10_max value: 41.6103 - type: nauc_ndcg_at_10_std value: -0.0314 - type: nauc_ndcg_at_10_diff1 value: 75.2945 - type: nauc_ndcg_at_20_max value: 42.524 - type: nauc_ndcg_at_20_std value: 0.2979 - type: nauc_ndcg_at_20_diff1 value: 75.4989 - type: nauc_ndcg_at_100_max value: 41.727399999999996 - type: nauc_ndcg_at_100_std value: -0.4197 - type: nauc_ndcg_at_100_diff1 value: 75.7163 - type: nauc_ndcg_at_1000_max value: 41.3855 - type: nauc_ndcg_at_1000_std value: -0.6131 - type: nauc_ndcg_at_1000_diff1 value: 75.618 - type: nauc_map_at_1_max value: 32.7432 - type: nauc_map_at_1_std value: -10.6948 - type: nauc_map_at_1_diff1 value: 77.2203 - type: nauc_map_at_3_max value: 32.7526 - type: nauc_map_at_3_std value: -7.8953 - type: nauc_map_at_3_diff1 value: 75.88380000000001 - type: nauc_map_at_5_max value: 36.868 - type: nauc_map_at_5_std value: -4.5381 - type: nauc_map_at_5_diff1 value: 75.5504 - type: nauc_map_at_10_max value: 39.0762 - type: nauc_map_at_10_std value: -2.1559 - type: nauc_map_at_10_diff1 value: 75.5037 - type: nauc_map_at_20_max value: 39.3914 - type: nauc_map_at_20_std value: -2.075 - type: nauc_map_at_20_diff1 value: 75.5527 - type: nauc_map_at_100_max value: 39.2883 - type: nauc_map_at_100_std value: -2.1987 - type: nauc_map_at_100_diff1 value: 75.57979999999999 - type: nauc_map_at_1000_max value: 39.278200000000005 - type: nauc_map_at_1000_std value: -2.1991 - type: nauc_map_at_1000_diff1 value: 75.5776 - type: nauc_recall_at_1_max value: 32.7432 - type: nauc_recall_at_1_std value: -10.6948 - type: nauc_recall_at_1_diff1 value: 77.2203 - type: nauc_recall_at_3_max value: 23.718500000000002 - type: nauc_recall_at_3_std value: -14.9527 - type: nauc_recall_at_3_diff1 value: 70.99849999999999 - type: nauc_recall_at_5_max value: 34.1278 - type: nauc_recall_at_5_std value: -8.9991 - type: nauc_recall_at_5_diff1 value: 72.9131 - type: nauc_recall_at_10_max value: 53.4174 - type: nauc_recall_at_10_std value: 10.591299999999999 - type: nauc_recall_at_10_diff1 value: 72.1148 - type: nauc_recall_at_20_max value: 74.4061 - type: nauc_recall_at_20_std value: 23.5605 - type: nauc_recall_at_20_diff1 value: 74.515 - type: nauc_recall_at_100_max value: 100 - type: nauc_recall_at_100_std value: 41.4332 - type: nauc_recall_at_100_diff1 value: 93.4641 - type: nauc_recall_at_1000_max value: null - type: nauc_recall_at_1000_std value: null - type: nauc_recall_at_1000_diff1 value: null - type: nauc_precision_at_1_max value: 42.2431 - type: nauc_precision_at_1_std value: -2.0832 - type: nauc_precision_at_1_diff1 value: 76.9413 - type: nauc_precision_at_3_max value: 31.2606 - type: nauc_precision_at_3_std value: 19.564300000000003 - type: nauc_precision_at_3_diff1 value: 27.538899999999998 - type: nauc_precision_at_5_max value: 36.896 - type: nauc_precision_at_5_std value: 32.9313 - type: nauc_precision_at_5_diff1 value: 5.233899999999999 - type: nauc_precision_at_10_max value: 40.0781 - type: nauc_precision_at_10_std value: 48.0555 - type: nauc_precision_at_10_diff1 value: -14.6074 - type: nauc_precision_at_20_max value: 39.3814 - type: nauc_precision_at_20_std value: 49.9845 - type: nauc_precision_at_20_diff1 value: -21.171 - type: nauc_precision_at_100_max value: 36.6046 - type: nauc_precision_at_100_std value: 53.1439 - type: nauc_precision_at_100_diff1 value: -30.216500000000003 - type: nauc_precision_at_1000_max value: 34.7361 - type: nauc_precision_at_1000_std value: 53.4891 - type: nauc_precision_at_1000_diff1 value: -33.8617 - type: nauc_mrr_at_1_max value: 42.2431 - type: nauc_mrr_at_1_std value: -2.0832 - type: nauc_mrr_at_1_diff1 value: 76.9413 - type: nauc_mrr_at_3_max value: 40.1861 - type: nauc_mrr_at_3_std value: -2.1431 - type: nauc_mrr_at_3_diff1 value: 75.3883 - type: nauc_mrr_at_5_max value: 40.9913 - type: nauc_mrr_at_5_std value: -1.6580000000000001 - type: nauc_mrr_at_5_diff1 value: 75.8294 - type: nauc_mrr_at_10_max value: 41.8035 - type: nauc_mrr_at_10_std value: -1.1311 - type: nauc_mrr_at_10_diff1 value: 75.9254 - type: nauc_mrr_at_20_max value: 41.9873 - type: nauc_mrr_at_20_std value: -1.1159000000000001 - type: nauc_mrr_at_20_diff1 value: 75.9764 - type: nauc_mrr_at_100_max value: 41.890699999999995 - type: nauc_mrr_at_100_std value: -1.239 - type: nauc_mrr_at_100_diff1 value: 76.00529999999999 - type: nauc_mrr_at_1000_max value: 41.8809 - type: nauc_mrr_at_1000_std value: -1.2392 - type: nauc_mrr_at_1000_diff1 value: 76.0031 - type: main_score value: 83.279 task: type: Retrieval - dataset: config: default name: MTEB SprintDuplicateQuestions (default) revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46 split: test type: mteb/sprintduplicatequestions-pairclassification metrics: - type: similarity_accuracy value: 99.8644 - type: similarity_accuracy_threshold value: 85.02 - type: similarity_f1 value: 93.1875 - type: similarity_f1_threshold value: 85.02 - type: similarity_precision value: 92.6805 - type: similarity_recall value: 93.7 - type: similarity_ap value: 96.7847 - type: cosine_accuracy value: 99.8644 - type: cosine_accuracy_threshold value: 85.02 - type: cosine_f1 value: 93.1875 - type: cosine_f1_threshold value: 85.02 - type: cosine_precision value: 92.6805 - type: cosine_recall value: 93.7 - type: cosine_ap value: 96.7847 - type: manhattan_accuracy value: 99.8634 - type: manhattan_accuracy_threshold value: 2593.8221 - type: manhattan_f1 value: 93.1275 - type: manhattan_f1_threshold value: 2593.8221 - type: manhattan_precision value: 92.7579 - type: manhattan_recall value: 93.5 - type: manhattan_ap value: 96.806 - type: euclidean_accuracy value: 99.8644 - type: euclidean_accuracy_threshold value: 54.7358 - type: euclidean_f1 value: 93.1875 - type: euclidean_f1_threshold value: 54.7358 - type: euclidean_precision value: 92.6805 - type: euclidean_recall value: 93.7 - type: euclidean_ap value: 96.7847 - type: dot_accuracy value: 99.8644 - type: dot_accuracy_threshold value: 85.02 - type: dot_f1 value: 93.1875 - type: dot_f1_threshold value: 85.02 - type: dot_precision value: 92.6805 - type: dot_recall value: 93.7 - type: dot_ap value: 96.7847 - type: max_accuracy value: 99.8644 - type: max_f1 value: 93.1875 - type: max_precision value: 92.7579 - type: max_recall value: 93.7 - type: max_ap value: 96.806 - type: main_score value: 96.806 task: type: PairClassification - dataset: config: default name: MTEB StackExchangeClustering (default) revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259 split: test type: mteb/stackexchange-clustering metrics: - type: v_measure value: 81.7075 - type: v_measure_std value: 2.4228 - type: main_score value: 81.7075 task: type: Clustering - dataset: config: default name: MTEB StackExchangeClusteringP2P (default) revision: 815ca46b2622cec33ccafc3735d572c266efdb44 split: test type: mteb/stackexchange-clustering-p2p metrics: - type: v_measure value: 39.836 - type: v_measure_std value: 1.5339 - type: main_score value: 39.836 task: type: Clustering - dataset: config: default name: MTEB StackOverflowDupQuestions (default) revision: e185fbe320c72810689fc5848eb6114e1ef5ec69 split: test type: mteb/stackoverflowdupquestions-reranking metrics: - type: map value: 62.9227 - type: mrr value: 64.1239 - type: nAUC_map_max value: 9.3055 - type: nAUC_map_std value: 3.2321000000000004 - type: nAUC_map_diff1 value: 45.2884 - type: nAUC_mrr_max value: 10.8913 - type: nAUC_mrr_std value: 4.1469 - type: nAUC_mrr_diff1 value: 45.280300000000004 - type: main_score value: 62.9227 task: type: Reranking - dataset: config: default name: MTEB SummEval (default) revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c split: test type: mteb/summeval metrics: - type: pearson value: 45.5445 - type: spearman value: 40.5224 - type: cosine_spearman value: 40.5224 - type: cosine_pearson value: 45.5445 - type: dot_spearman value: 40.5224 - type: dot_pearson value: 45.5446 - type: main_score value: 40.5224 task: type: Summarization - dataset: config: default name: MTEB TRECCOVID (default) revision: bb9466bac8153a0349341eb1b22e06409e78ef4e split: test type: mteb/trec-covid metrics: - type: ndcg_at_1 value: 86 - type: ndcg_at_3 value: 86.70400000000001 - type: ndcg_at_5 value: 84.654 - type: ndcg_at_10 value: 80.972 - type: ndcg_at_20 value: 76.783 - type: ndcg_at_100 value: 63.146 - type: ndcg_at_1000 value: 56.424 - type: map_at_1 value: 0.251 - type: map_at_3 value: 0.719 - type: map_at_5 value: 1.131 - type: map_at_10 value: 2.0820000000000003 - type: map_at_20 value: 3.746 - type: map_at_100 value: 13.020999999999999 - type: map_at_1000 value: 31.527 - type: recall_at_1 value: 0.251 - type: recall_at_3 value: 0.742 - type: recall_at_5 value: 1.179 - type: recall_at_10 value: 2.237 - type: recall_at_20 value: 4.144 - type: recall_at_100 value: 16.054 - type: recall_at_1000 value: 52.76 - type: precision_at_1 value: 92 - type: precision_at_3 value: 92 - type: precision_at_5 value: 88.8 - type: precision_at_10 value: 85 - type: precision_at_20 value: 79.7 - type: precision_at_100 value: 64.53999999999999 - type: precision_at_1000 value: 24.471999999999998 - type: mrr_at_1 value: 92 - type: mrr_at_3 value: 95.6667 - type: mrr_at_5 value: 95.6667 - type: mrr_at_10 value: 95.6667 - type: mrr_at_20 value: 95.6667 - type: mrr_at_100 value: 95.6667 - type: mrr_at_1000 value: 95.6667 - type: nauc_ndcg_at_1_max value: 7.0274 - type: nauc_ndcg_at_1_std value: 41.318 - type: nauc_ndcg_at_1_diff1 value: -46.5125 - type: nauc_ndcg_at_3_max value: 2.0167 - type: nauc_ndcg_at_3_std value: 36.144999999999996 - type: nauc_ndcg_at_3_diff1 value: -17.705199999999998 - type: nauc_ndcg_at_5_max value: -6.812 - type: nauc_ndcg_at_5_std value: 41.8996 - type: nauc_ndcg_at_5_diff1 value: -14.7154 - type: nauc_ndcg_at_10_max value: 15.1784 - type: nauc_ndcg_at_10_std value: 51.709799999999994 - type: nauc_ndcg_at_10_diff1 value: -5.0968 - type: nauc_ndcg_at_20_max value: 28.403200000000002 - type: nauc_ndcg_at_20_std value: 59.824299999999994 - type: nauc_ndcg_at_20_diff1 value: -14.036000000000001 - type: nauc_ndcg_at_100_max value: 35.4195 - type: nauc_ndcg_at_100_std value: 75.7747 - type: nauc_ndcg_at_100_diff1 value: -10.4627 - type: nauc_ndcg_at_1000_max value: 31.450400000000002 - type: nauc_ndcg_at_1000_std value: 78.85940000000001 - type: nauc_ndcg_at_1000_diff1 value: -1.3263 - type: nauc_map_at_1_max value: -3.8297 - type: nauc_map_at_1_std value: -10.6113 - type: nauc_map_at_1_diff1 value: 9.2146 - type: nauc_map_at_3_max value: -3.1165000000000003 - type: nauc_map_at_3_std value: -8.4396 - type: nauc_map_at_3_diff1 value: 14.183000000000002 - type: nauc_map_at_5_max value: -4.4023 - type: nauc_map_at_5_std value: -6.641500000000001 - type: nauc_map_at_5_diff1 value: 16.1186 - type: nauc_map_at_10_max value: 1.802 - type: nauc_map_at_10_std value: 0.9958 - type: nauc_map_at_10_diff1 value: 20.3485 - type: nauc_map_at_20_max value: 10.9146 - type: nauc_map_at_20_std value: 10.3413 - type: nauc_map_at_20_diff1 value: 14.7839 - type: nauc_map_at_100_max value: 25.633 - type: nauc_map_at_100_std value: 44.9724 - type: nauc_map_at_100_diff1 value: 6.572699999999999 - type: nauc_map_at_1000_max value: 33.8688 - type: nauc_map_at_1000_std value: 76.9255 - type: nauc_map_at_1000_diff1 value: -5.8205 - type: nauc_recall_at_1_max value: -3.8297 - type: nauc_recall_at_1_std value: -10.6113 - type: nauc_recall_at_1_diff1 value: 9.2146 - type: nauc_recall_at_3_max value: -6.209 - type: nauc_recall_at_3_std value: -11.3272 - type: nauc_recall_at_3_diff1 value: 16.497500000000002 - type: nauc_recall_at_5_max value: -7.6928 - type: nauc_recall_at_5_std value: -8.9985 - type: nauc_recall_at_5_diff1 value: 19.028100000000002 - type: nauc_recall_at_10_max value: -1.3407 - type: nauc_recall_at_10_std value: -2.5698 - type: nauc_recall_at_10_diff1 value: 21.570700000000002 - type: nauc_recall_at_20_max value: 6.866700000000001 - type: nauc_recall_at_20_std value: 5.7298 - type: nauc_recall_at_20_diff1 value: 16.050800000000002 - type: nauc_recall_at_100_max value: 16.4856 - type: nauc_recall_at_100_std value: 33.1774 - type: nauc_recall_at_100_diff1 value: 12.0273 - type: nauc_recall_at_1000_max value: 25.3677 - type: nauc_recall_at_1000_std value: 71.1541 - type: nauc_recall_at_1000_diff1 value: 0.796 - type: nauc_precision_at_1_max value: 57.236200000000004 - type: nauc_precision_at_1_std value: 47.7241 - type: nauc_precision_at_1_diff1 value: -57.8198 - type: nauc_precision_at_3_max value: 35.6953 - type: nauc_precision_at_3_std value: 31.414199999999997 - type: nauc_precision_at_3_diff1 value: -6.7696000000000005 - type: nauc_precision_at_5_max value: 1.699 - type: nauc_precision_at_5_std value: 37.6284 - type: nauc_precision_at_5_diff1 value: -4.9533000000000005 - type: nauc_precision_at_10_max value: 31.645400000000002 - type: nauc_precision_at_10_std value: 48.4684 - type: nauc_precision_at_10_diff1 value: 8.3324 - type: nauc_precision_at_20_max value: 45.7958 - type: nauc_precision_at_20_std value: 56.3558 - type: nauc_precision_at_20_diff1 value: -7.8348 - type: nauc_precision_at_100_max value: 40.1005 - type: nauc_precision_at_100_std value: 73.342 - type: nauc_precision_at_100_diff1 value: -7.284400000000001 - type: nauc_precision_at_1000_max value: 27.9268 - type: nauc_precision_at_1000_std value: 50.145799999999994 - type: nauc_precision_at_1000_diff1 value: -15.678700000000001 - type: nauc_mrr_at_1_max value: 57.236200000000004 - type: nauc_mrr_at_1_std value: 47.7241 - type: nauc_mrr_at_1_diff1 value: -57.8198 - type: nauc_mrr_at_3_max value: 53.7779 - type: nauc_mrr_at_3_std value: 51.74530000000001 - type: nauc_mrr_at_3_diff1 value: -49.1094 - type: nauc_mrr_at_5_max value: 53.7779 - type: nauc_mrr_at_5_std value: 51.74530000000001 - type: nauc_mrr_at_5_diff1 value: -49.1094 - type: nauc_mrr_at_10_max value: 53.7779 - type: nauc_mrr_at_10_std value: 51.74530000000001 - type: nauc_mrr_at_10_diff1 value: -49.1094 - type: nauc_mrr_at_20_max value: 53.7779 - type: nauc_mrr_at_20_std value: 51.74530000000001 - type: nauc_mrr_at_20_diff1 value: -49.1094 - type: nauc_mrr_at_100_max value: 53.7779 - type: nauc_mrr_at_100_std value: 51.74530000000001 - type: nauc_mrr_at_100_diff1 value: -49.1094 - type: nauc_mrr_at_1000_max value: 53.7779 - type: nauc_mrr_at_1000_std value: 51.74530000000001 - type: nauc_mrr_at_1000_diff1 value: -49.1094 - type: main_score value: 80.972 task: type: Retrieval - dataset: config: default name: MTEB Touche2020 (default) revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f split: test type: mteb/touche2020 metrics: - type: ndcg_at_1 value: 45.918 - type: ndcg_at_3 value: 42.414 - type: ndcg_at_5 value: 36.911 - type: ndcg_at_10 value: 34.059 - type: ndcg_at_20 value: 33.789 - type: ndcg_at_100 value: 43.24 - type: ndcg_at_1000 value: 53.028 - type: map_at_1 value: 3.711 - type: map_at_3 value: 8.031 - type: map_at_5 value: 10.174999999999999 - type: map_at_10 value: 13.745 - type: map_at_20 value: 16.833000000000002 - type: map_at_100 value: 20.534 - type: map_at_1000 value: 21.929000000000002 - type: recall_at_1 value: 3.711 - type: recall_at_3 value: 9.289 - type: recall_at_5 value: 12.469 - type: recall_at_10 value: 20.31 - type: recall_at_20 value: 28.549999999999997 - type: recall_at_100 value: 50.132 - type: recall_at_1000 value: 78.636 - type: precision_at_1 value: 48.980000000000004 - type: precision_at_3 value: 43.537 - type: precision_at_5 value: 35.510000000000005 - type: precision_at_10 value: 29.592000000000002 - type: precision_at_20 value: 21.633 - type: precision_at_100 value: 8.265 - type: precision_at_1000 value: 1.478 - type: mrr_at_1 value: 48.9796 - type: mrr_at_3 value: 61.9048 - type: mrr_at_5 value: 62.8231 - type: mrr_at_10 value: 64.78620000000001 - type: mrr_at_20 value: 64.8882 - type: mrr_at_100 value: 64.9667 - type: mrr_at_1000 value: 64.9667 - type: nauc_ndcg_at_1_max value: -14.377 - type: nauc_ndcg_at_1_std value: -24.7998 - type: nauc_ndcg_at_1_diff1 value: -2.7112000000000003 - type: nauc_ndcg_at_3_max value: -25.411 - type: nauc_ndcg_at_3_std value: -21.4105 - type: nauc_ndcg_at_3_diff1 value: 11.6233 - type: nauc_ndcg_at_5_max value: -18.7583 - type: nauc_ndcg_at_5_std value: -12.3778 - type: nauc_ndcg_at_5_diff1 value: 2.0221 - type: nauc_ndcg_at_10_max value: -20.5164 - type: nauc_ndcg_at_10_std value: -15.9037 - type: nauc_ndcg_at_10_diff1 value: 4.8377 - type: nauc_ndcg_at_20_max value: -24.3335 - type: nauc_ndcg_at_20_std value: -15.4334 - type: nauc_ndcg_at_20_diff1 value: 5.2053 - type: nauc_ndcg_at_100_max value: -27.9931 - type: nauc_ndcg_at_100_std value: -0.267 - type: nauc_ndcg_at_100_diff1 value: 8.0295 - type: nauc_ndcg_at_1000_max value: -22.2584 - type: nauc_ndcg_at_1000_std value: 16.6679 - type: nauc_ndcg_at_1000_diff1 value: -0.8999999999999999 - type: nauc_map_at_1_max value: -19.5845 - type: nauc_map_at_1_std value: -33.0644 - type: nauc_map_at_1_diff1 value: -5.815300000000001 - type: nauc_map_at_3_max value: -28.4895 - type: nauc_map_at_3_std value: -32.191199999999995 - type: nauc_map_at_3_diff1 value: 9.8452 - type: nauc_map_at_5_max value: -17.3979 - type: nauc_map_at_5_std value: -21.3281 - type: nauc_map_at_5_diff1 value: -2.7651 - type: nauc_map_at_10_max value: -16.5472 - type: nauc_map_at_10_std value: -21.7069 - type: nauc_map_at_10_diff1 value: -1.7826000000000002 - type: nauc_map_at_20_max value: -18.6049 - type: nauc_map_at_20_std value: -17.8565 - type: nauc_map_at_20_diff1 value: -0.0181 - type: nauc_map_at_100_max value: -20.030800000000003 - type: nauc_map_at_100_std value: -8.6978 - type: nauc_map_at_100_diff1 value: 1.1159000000000001 - type: nauc_map_at_1000_max value: -18.5756 - type: nauc_map_at_1000_std value: -4.4186000000000005 - type: nauc_map_at_1000_diff1 value: -0.7358 - type: nauc_recall_at_1_max value: -19.5845 - type: nauc_recall_at_1_std value: -33.0644 - type: nauc_recall_at_1_diff1 value: -5.815300000000001 - type: nauc_recall_at_3_max value: -33.051199999999994 - type: nauc_recall_at_3_std value: -30.767099999999996 - type: nauc_recall_at_3_diff1 value: 11.7941 - type: nauc_recall_at_5_max value: -18.8571 - type: nauc_recall_at_5_std value: -17.8328 - type: nauc_recall_at_5_diff1 value: -5.9348 - type: nauc_recall_at_10_max value: -20.657700000000002 - type: nauc_recall_at_10_std value: -20.5083 - type: nauc_recall_at_10_diff1 value: 0.7172999999999999 - type: nauc_recall_at_20_max value: -21.78 - type: nauc_recall_at_20_std value: -12.2194 - type: nauc_recall_at_20_diff1 value: 2.4215 - type: nauc_recall_at_100_max value: -28.1499 - type: nauc_recall_at_100_std value: 12.5616 - type: nauc_recall_at_100_diff1 value: 6.282400000000001 - type: nauc_recall_at_1000_max value: -3.4448 - type: nauc_recall_at_1000_std value: 70.2153 - type: nauc_recall_at_1000_diff1 value: -20.1278 - type: nauc_precision_at_1_max value: -16.253600000000002 - type: nauc_precision_at_1_std value: -28.961100000000002 - type: nauc_precision_at_1_diff1 value: -4.5123999999999995 - type: nauc_precision_at_3_max value: -31.231399999999997 - type: nauc_precision_at_3_std value: -21.6787 - type: nauc_precision_at_3_diff1 value: 14.080799999999998 - type: nauc_precision_at_5_max value: -18.4843 - type: nauc_precision_at_5_std value: -4.0988 - type: nauc_precision_at_5_diff1 value: -2.3491 - type: nauc_precision_at_10_max value: -21.7679 - type: nauc_precision_at_10_std value: -2.7599 - type: nauc_precision_at_10_diff1 value: 10.6409 - type: nauc_precision_at_20_max value: -17.049300000000002 - type: nauc_precision_at_20_std value: 12.609200000000001 - type: nauc_precision_at_20_diff1 value: 11.3369 - type: nauc_precision_at_100_max value: -9.675699999999999 - type: nauc_precision_at_100_std value: 44.9955 - type: nauc_precision_at_100_diff1 value: 5.7501999999999995 - type: nauc_precision_at_1000_max value: 29.789500000000004 - type: nauc_precision_at_1000_std value: 58.205200000000005 - type: nauc_precision_at_1000_diff1 value: -22.6755 - type: nauc_mrr_at_1_max value: -16.253600000000002 - type: nauc_mrr_at_1_std value: -28.961100000000002 - type: nauc_mrr_at_1_diff1 value: -4.5123999999999995 - type: nauc_mrr_at_3_max value: -30.4084 - type: nauc_mrr_at_3_std value: -29.1267 - type: nauc_mrr_at_3_diff1 value: -2.9535 - type: nauc_mrr_at_5_max value: -31.6427 - type: nauc_mrr_at_5_std value: -27.5858 - type: nauc_mrr_at_5_diff1 value: -2.032 - type: nauc_mrr_at_10_max value: -31.1008 - type: nauc_mrr_at_10_std value: -27.338099999999997 - type: nauc_mrr_at_10_diff1 value: -0.1675 - type: nauc_mrr_at_20_max value: -30.7834 - type: nauc_mrr_at_20_std value: -27.6591 - type: nauc_mrr_at_20_diff1 value: -0.3828 - type: nauc_mrr_at_100_max value: -30.3645 - type: nauc_mrr_at_100_std value: -28.003 - type: nauc_mrr_at_100_diff1 value: -0.48979999999999996 - type: nauc_mrr_at_1000_max value: -30.3645 - type: nauc_mrr_at_1000_std value: -28.003 - type: nauc_mrr_at_1000_diff1 value: -0.48979999999999996 - type: main_score value: 34.059 task: type: Retrieval - dataset: config: default name: MTEB ToxicConversationsClassification (default) revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de split: test type: mteb/toxic_conversations_50k metrics: - type: accuracy value: 95.1318 - type: f1 value: 84.8018 - type: f1_weighted value: 95.3488 - type: ap value: 54.4247 - type: ap_weighted value: 54.4247 - type: main_score value: 95.1318 task: type: Classification - dataset: config: default name: MTEB TweetSentimentExtractionClassification (default) revision: d604517c81ca91fe16a244d1248fc021f9ecee7a split: test type: mteb/tweet_sentiment_extraction metrics: - type: accuracy value: 81.4488 - type: f1 value: 81.77990000000001 - type: f1_weighted value: 81.4677 - type: main_score value: 81.4488 task: type: Classification - dataset: config: default name: MTEB TwentyNewsgroupsClustering (default) revision: 6125ec4e24fa026cec8a478383ee943acfbd5449 split: test type: mteb/twentynewsgroups-clustering metrics: - type: v_measure value: 71.18560000000001 - type: v_measure_std value: 1.1396 - type: main_score value: 71.18560000000001 task: type: Clustering - dataset: config: default name: MTEB TwitterSemEval2015 (default) revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1 split: test type: mteb/twittersemeval2015-pairclassification metrics: - type: similarity_accuracy value: 88.3293 - type: similarity_accuracy_threshold value: 89.5055 - type: similarity_f1 value: 72.9896 - type: similarity_f1_threshold value: 87.6934 - type: similarity_precision value: 69.5767 - type: similarity_recall value: 76.7546 - type: similarity_ap value: 80.33160000000001 - type: cosine_accuracy value: 88.3293 - type: cosine_accuracy_threshold value: 89.5055 - type: cosine_f1 value: 72.9896 - type: cosine_f1_threshold value: 87.6934 - type: cosine_precision value: 69.5767 - type: cosine_recall value: 76.7546 - type: cosine_ap value: 80.33160000000001 - type: manhattan_accuracy value: 88.29350000000001 - type: manhattan_accuracy_threshold value: 2182.2741 - type: manhattan_f1 value: 73.0484 - type: manhattan_f1_threshold value: 2329.781 - type: manhattan_precision value: 70.9245 - type: manhattan_recall value: 75.3034 - type: manhattan_ap value: 80.3871 - type: euclidean_accuracy value: 88.3293 - type: euclidean_accuracy_threshold value: 45.8136 - type: euclidean_f1 value: 72.9896 - type: euclidean_f1_threshold value: 49.6117 - type: euclidean_precision value: 69.5767 - type: euclidean_recall value: 76.7546 - type: euclidean_ap value: 80.33160000000001 - type: dot_accuracy value: 88.3293 - type: dot_accuracy_threshold value: 89.5055 - type: dot_f1 value: 72.9896 - type: dot_f1_threshold value: 87.6934 - type: dot_precision value: 69.5767 - type: dot_recall value: 76.7546 - type: dot_ap value: 80.33160000000001 - type: max_accuracy value: 88.3293 - type: max_f1 value: 73.0484 - type: max_precision value: 70.9245 - type: max_recall value: 76.7546 - type: max_ap value: 80.3871 - type: main_score value: 80.3871 task: type: PairClassification - dataset: config: default name: MTEB TwitterURLCorpus (default) revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf split: test type: mteb/twitterurlcorpus-pairclassification metrics: - type: similarity_accuracy value: 89.5098 - type: similarity_accuracy_threshold value: 86.3375 - type: similarity_f1 value: 79.5103 - type: similarity_f1_threshold value: 85.09649999999999 - type: similarity_precision value: 77.381 - type: similarity_recall value: 81.76010000000001 - type: similarity_ap value: 87.07770000000001 - type: cosine_accuracy value: 89.5098 - type: cosine_accuracy_threshold value: 86.3375 - type: cosine_f1 value: 79.5103 - type: cosine_f1_threshold value: 85.09649999999999 - type: cosine_precision value: 77.381 - type: cosine_recall value: 81.76010000000001 - type: cosine_ap value: 87.07770000000001 - type: manhattan_accuracy value: 89.5195 - type: manhattan_accuracy_threshold value: 2522.3334999999997 - type: manhattan_f1 value: 79.4922 - type: manhattan_f1_threshold value: 2646.0447 - type: manhattan_precision value: 75.5303 - type: manhattan_recall value: 83.8928 - type: manhattan_ap value: 87.0889 - type: euclidean_accuracy value: 89.5098 - type: euclidean_accuracy_threshold value: 52.2734 - type: euclidean_f1 value: 79.5103 - type: euclidean_f1_threshold value: 54.595800000000004 - type: euclidean_precision value: 77.381 - type: euclidean_recall value: 81.76010000000001 - type: euclidean_ap value: 87.07770000000001 - type: dot_accuracy value: 89.5098 - type: dot_accuracy_threshold value: 86.3375 - type: dot_f1 value: 79.5103 - type: dot_f1_threshold value: 85.09649999999999 - type: dot_precision value: 77.381 - type: dot_recall value: 81.76010000000001 - type: dot_ap value: 87.07770000000001 - type: max_accuracy value: 89.5195 - type: max_f1 value: 79.5103 - type: max_precision value: 77.381 - type: max_recall value: 83.8928 - type: max_ap value: 87.0889 - type: main_score value: 87.0889 task: type: PairClassification tags: - mteb --- # Gemma Embeddings v1.0 GemmaEmbed is a dense-vector embedding model, trained especially for retrieval. As of December 12, 2024, GemmaEmbed achieves the #1 position overall on the MTEB leaderboard, with a score of 72.72. # Important Notes * This is not an official Google product. * This is a research project. # Results summary Results comparing with BGE-EN-ICL and NV-Embed-v2 on each task in [MTEB](https://huggingface.co/spaces/mteb/leaderboard): Model | Total (56) |Classification (12) | Classification Pair (3) | STS (10) |Clustering (11) | Reranking (4) | Retrieval (15) | Summary (1) -- | -- | -- | -- | -- | -- | -- | -- | -- bge-en-icl | 0.7167 | 0.8895 | 0.8814 | 0.8425 | 0.5789 | 0.5986 | 0.6216 | 0.3077 NV-Embed-v2 | 0.7231 | 0.9037 | 0.8867 | 0.8431 | 0.5846 | 0.6065 | 0.6265 | 0.3070 Gemma-Embeddings-v1.0 | 0.7272 | 0.9000 | 0.8809 | 0.8423 | 0.5826 | 0.6214 | 0.6371 | 0.4052 # Model & Data Our base encoder model is [Gemma2 9B](https://huggingface.co/google/gemma-2-9b). We use the [BGE-EN-ICL training data](https://huggingface.co/datasets/cfli/bge-full-data). # Research Team * Nicholas Monath * Michael Boratko * Seungyeon Kim * Andrew McCallum * Rob Fergus * Manzil Zaheer