Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator

README.md

@@ -10,16 +10,16 @@ model-index:
 - name: distilbert-base-uncased-distilled-clinc
   results:
   - task:
-      name: Text Classification
       type: text-classification
+      name: Text Classification
     dataset:
       name: clinc_oos
       type: clinc_oos
       args: plus
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9332258064516129
+      name: Accuracy
   - task:
       type: text-classification
       name: Text Classification
@@ -29,50 +29,61 @@ model-index:
       config: small
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.8587272727272727
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGRhMDFlZDliZTRhMTgxYjBlMWYzOTMwMWM0MWRjNDNmMjFkN2YxMGQ1NWJkYjM0Y2ZlZDcwODUxYTIzMDAyZCIsInZlcnNpb24iOjF9.VarQXyYyQ5BILypNiF2-0TVj1tM6XPUOD9FiPAvoO7B7Kv8jC8_G2_zeIVSvIb6S117YoqWYMSfnizPG_AOWAA
+    - type: precision
       value: 0.8619245385984416
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjQ5MmIxOWNiYWMxMmIzNzk1MGY3ZjQ2MzI3NjQ0Zjg0MzdlNGNkYWFkNjk3YzRkMjZkNjZkMzdhNjcwNWNiNiIsInZlcnNpb24iOjF9.v47ni_l5XWFcKnuHW_a1FogjeOkM-XuPcjpRJlLz4A4ewjGsMbMTYxr2fehNv7fKDXzB76LJcwtytvESrBV8BQ
+    - type: precision
       value: 0.8587272727272727
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmU2ZThmM2FiYTRmZDcwMzYwNTVjMjRjMzdmMDAwYjc2YWQ3NGIxMzcxZTU0ZDQwM2JmMGUyY2VlNWU0NjIxZSIsInZlcnNpb24iOjF9.AoAJE8-61MIXiCEvKYEhj-Sf94mQO-fPuMuDBeIomIV1AZb_byTAGzeU0jyPM_bexJoDb5GhCekOtGC_VIobCg
+    - type: precision
       value: 0.8797945801452213
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmVkYjJlZTJmOWIxZDM4MzRmYzNiZGU3ZWEwOWVlOWY3MjA2MzZjYWI5YzY0NGE1YWM5NTIwMmViMzA0ZTQxOCIsInZlcnNpb24iOjF9.E8aG9AN3EWmqShvf4qiWH4qJS6xdUwhMMiRABOh2tgil0bfGGiAfm-3pmE2Fc6UhKXCuXz4mNNbSca84tyEkBw
+    - type: recall
       value: 0.9359690949227375
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzQxNDUzNDg3OGFkMWUxMGZhM2EyYmMyYzQxNzQwMTNlNTc1OTNlNjRlMzdlYzllMTExYThkMTkwYzg4NDU5MiIsInZlcnNpb24iOjF9.mqEEyygFtgf7JtRPHFx7LCcGS-fhWk24tXojf8YkbaZI4NBtYMz93HRXCRvPe3cpyefObOlI_EXNrolWlA_ZCA
+    - type: recall
       value: 0.8587272727272727
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjgyNTI0ZTNlN2YwZmIyNjJkNjQ5ZjBiNTNiYzQxNGM5YzZlMTljNDE1MjJhMGQwMDZiMmZjNjk3ODMzYjI2MSIsInZlcnNpb24iOjF9.doj7RQA8nZcmAl6aRunInLyxs2rSw6KeABEPsVZbcT1aNbUYgRMqBxsKANDF8-teffbRFN6daYBCHvZaQjGJBQ
+    - type: recall
       value: 0.8587272727272727
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzNiMjM0N2E4MDVmYjFjOGE0YTYxMmQzMzA0YzMwOWE4Y2NhMDkyMGZhMWFiOWE4OWVjMGY2NDEyNDg5YjVkMCIsInZlcnNpb24iOjF9.g6qotb0BAADhY7biCNTSvjwbAQVOHb0izTFHKeUtQsX_wdc-iMLGp7XBf_i2DpktlrAXgdSODWmOrkFJ1lVDBA
+    - type: f1
       value: 0.8922503214655346
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTBiMDViNDZkMzc3NGE1NjViMGUxMGM3NmYwMDNjMjQyMzMxNTI3NDFjOWJlZTJhMTgzZTE0OTFlZGNiMzJhMiIsInZlcnNpb24iOjF9.3LNOs8H02XHn_K6rIlvJ0Hqahz2yqsDoXGHYfMqYsePWhddBSaS5RsqrmiyEegLkMmTbOZvIB27sM7RqY7NtBg
+    - type: f1
       value: 0.8587272727272727
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjViMGE5M2E5NGU1NzdhZWI3NjVhMDg0NGJmYjdmYmFjNTE5MDBlMzFkODkxNWI0Y2YyNjAyYjg4ZjYyYTg5NSIsInZlcnNpb24iOjF9.G6RqyUqtuccg7fRYp1x50oUn9U6-Etw3MvZdLzayPXJu3b6N6X7SRM88AvAUtGpyxX47yE3AZZYBRgImzR8OCw
+    - type: f1
       value: 0.8506829426037475
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGQ0YTdlN2Q3ZjQyYTk2YzYxZGE2ODg2YjJjYWE5MmY1ZjE0MjY3ZWNmOGNlODkzYzRhMWIxZTI2YjI5ZTQ2YSIsInZlcnNpb24iOjF9.oL9nHqh2ptJYTWBpAd7m0MkhqwPjhBlCRfb7qe6w0WBabOA3dKT-qBJgBFEa8Zj7kOrp9uwXgrqRO27mfc-gCg
+    - type: loss
       value: 0.9798759818077087
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGFiMTIzMTZiNTk4MzEwOGM5NmE4ZmI2NzhiMzc5YjgzMzRmMzNjOGNlMzg2YmI4MDk1OTU0MjAyYTI1NzMzNyIsInZlcnNpb24iOjF9.9gDsnOnQzMWrDH0oWLrsKx6iNJWaM7XE3_kggsXMk5wILXm_jT31R84bwcCV0sq2YPtM1Z8v2elQ7rZB2XNODw
 ---
 
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