{ "dataset_revision": "27a168819829fe9bcd655c2df245fb19452e8e06", "task_name": "FiQA2018", "mteb_version": "1.25.1", "scores": { "test": [ { "ndcg_at_1": 0.29167, "ndcg_at_3": 0.26738, "ndcg_at_5": 0.27998, "ndcg_at_10": 0.30568, "ndcg_at_20": 0.32864, "ndcg_at_100": 0.36517, "ndcg_at_1000": 0.4022, "map_at_1": 0.13794, "map_at_3": 0.19969, "map_at_5": 0.21926, "map_at_10": 0.23496, "map_at_20": 0.24335, "map_at_100": 0.2499, "map_at_1000": 0.25182, "recall_at_1": 0.13794, "recall_at_3": 0.24295, "recall_at_5": 0.29735, "recall_at_10": 0.38048, "recall_at_20": 0.44955, "recall_at_100": 0.60103, "recall_at_1000": 0.82989, "precision_at_1": 0.29167, "precision_at_3": 0.18313, "precision_at_5": 0.13827, "precision_at_10": 0.08827, "precision_at_20": 0.05386, "precision_at_100": 0.01489, "precision_at_1000": 0.00213, "mrr_at_1": 0.291667, "mrr_at_3": 0.344136, "mrr_at_5": 0.357639, "mrr_at_10": 0.370531, "mrr_at_20": 0.375432, "mrr_at_100": 0.379265, "mrr_at_1000": 0.379918, "nauc_ndcg_at_1_max": 0.382865, "nauc_ndcg_at_1_std": -0.018401, "nauc_ndcg_at_1_diff1": 0.497381, "nauc_ndcg_at_3_max": 0.323251, "nauc_ndcg_at_3_std": -0.015778, "nauc_ndcg_at_3_diff1": 0.393907, "nauc_ndcg_at_5_max": 0.321995, "nauc_ndcg_at_5_std": 0.010656, "nauc_ndcg_at_5_diff1": 0.390196, "nauc_ndcg_at_10_max": 0.307513, "nauc_ndcg_at_10_std": 0.025637, "nauc_ndcg_at_10_diff1": 0.376314, "nauc_ndcg_at_20_max": 0.308166, "nauc_ndcg_at_20_std": 0.041018, "nauc_ndcg_at_20_diff1": 0.366269, "nauc_ndcg_at_100_max": 0.329718, "nauc_ndcg_at_100_std": 0.06222, "nauc_ndcg_at_100_diff1": 0.377411, "nauc_ndcg_at_1000_max": 0.342405, "nauc_ndcg_at_1000_std": 0.066923, "nauc_ndcg_at_1000_diff1": 0.379008, "nauc_map_at_1_max": 0.25955, "nauc_map_at_1_std": -0.068494, "nauc_map_at_1_diff1": 0.455645, "nauc_map_at_3_max": 0.284944, "nauc_map_at_3_std": -0.028556, "nauc_map_at_3_diff1": 0.403951, "nauc_map_at_5_max": 0.302179, "nauc_map_at_5_std": -0.006055, "nauc_map_at_5_diff1": 0.398122, "nauc_map_at_10_max": 0.304114, "nauc_map_at_10_std": 0.002683, "nauc_map_at_10_diff1": 0.391394, "nauc_map_at_20_max": 0.305538, "nauc_map_at_20_std": 0.008069, "nauc_map_at_20_diff1": 0.387448, "nauc_map_at_100_max": 0.311454, "nauc_map_at_100_std": 0.013278, "nauc_map_at_100_diff1": 0.389779, "nauc_map_at_1000_max": 0.312485, "nauc_map_at_1000_std": 0.014026, "nauc_map_at_1000_diff1": 0.389806, "nauc_recall_at_1_max": 0.25955, "nauc_recall_at_1_std": -0.068494, "nauc_recall_at_1_diff1": 0.455645, "nauc_recall_at_3_max": 0.240749, "nauc_recall_at_3_std": -0.009688, "nauc_recall_at_3_diff1": 0.338397, "nauc_recall_at_5_max": 0.249765, "nauc_recall_at_5_std": 0.041173, "nauc_recall_at_5_diff1": 0.306595, "nauc_recall_at_10_max": 0.194711, "nauc_recall_at_10_std": 0.068708, "nauc_recall_at_10_diff1": 0.235346, "nauc_recall_at_20_max": 0.187834, "nauc_recall_at_20_std": 0.115026, "nauc_recall_at_20_diff1": 0.195265, "nauc_recall_at_100_max": 0.248323, "nauc_recall_at_100_std": 0.209214, "nauc_recall_at_100_diff1": 0.222041, "nauc_recall_at_1000_max": 0.30524, "nauc_recall_at_1000_std": 0.365714, "nauc_recall_at_1000_diff1": 0.148893, "nauc_precision_at_1_max": 0.382865, "nauc_precision_at_1_std": -0.018401, "nauc_precision_at_1_diff1": 0.497381, "nauc_precision_at_3_max": 0.367225, "nauc_precision_at_3_std": 0.013713, "nauc_precision_at_3_diff1": 0.337091, "nauc_precision_at_5_max": 0.378168, "nauc_precision_at_5_std": 0.063933, "nauc_precision_at_5_diff1": 0.305218, "nauc_precision_at_10_max": 0.365227, "nauc_precision_at_10_std": 0.099963, "nauc_precision_at_10_diff1": 0.252887, "nauc_precision_at_20_max": 0.342121, "nauc_precision_at_20_std": 0.122905, "nauc_precision_at_20_diff1": 0.214998, "nauc_precision_at_100_max": 0.342554, "nauc_precision_at_100_std": 0.163248, "nauc_precision_at_100_diff1": 0.1778, "nauc_precision_at_1000_max": 0.28898, "nauc_precision_at_1000_std": 0.146869, "nauc_precision_at_1000_diff1": 0.081735, "nauc_mrr_at_1_max": 0.382865, "nauc_mrr_at_1_std": -0.018401, "nauc_mrr_at_1_diff1": 0.497381, "nauc_mrr_at_3_max": 0.361507, "nauc_mrr_at_3_std": -0.010684, "nauc_mrr_at_3_diff1": 0.448131, "nauc_mrr_at_5_max": 0.364134, "nauc_mrr_at_5_std": 0.0015, "nauc_mrr_at_5_diff1": 0.448739, "nauc_mrr_at_10_max": 0.358277, "nauc_mrr_at_10_std": 0.003988, "nauc_mrr_at_10_diff1": 0.439851, "nauc_mrr_at_20_max": 0.358842, "nauc_mrr_at_20_std": 0.008399, "nauc_mrr_at_20_diff1": 0.438136, "nauc_mrr_at_100_max": 0.359867, "nauc_mrr_at_100_std": 0.009229, "nauc_mrr_at_100_diff1": 0.439474, "nauc_mrr_at_1000_max": 0.359973, "nauc_mrr_at_1000_std": 0.008946, "nauc_mrr_at_1000_diff1": 0.439639, "main_score": 0.30568, "hf_subset": "default", "languages": [ "eng-Latn" ] } ] }, "evaluation_time": 80.82175087928772, "kg_co2_emissions": null }