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

README.md

@@ -11,16 +11,16 @@ model-index:
 - name: resnet-18-finetuned-dogfood
   results:
   - task:
-      name: Image Classification
       type: image-classification
+      name: Image Classification
     dataset:
       name: lewtun/dog_food
       type: lewtun/dog_food
       args: lewtun--dog_food
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.896
+      name: Accuracy
   - task:
       type: image-classification
       name: Image Classification
@@ -30,54 +30,66 @@ model-index:
       config: lewtun--dog_food
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.8466666666666667
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTIwY2IwOWM2YjgzNjU4YmU5NjBhN2QxMzQ2NzhlM2MzNWY1ZTFhMjYyNWM5ZGM2MjcxY2ViNjRkMGJmZTRhNSIsInZlcnNpb24iOjF9.Ydnujkcb-gT5T6r8-9FhRZgKh4l3tVIO87ZP8kzQrF74UfeJya-Ai36a_TGf1HMQNVklNP7FD3fr7eX-KZ3FCg
+    - type: precision
       value: 0.8850127293141284
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2I5ZWYxYjc5MWQ0YTRlODdiNjg1NTJlMjVkODExOGRkNmJkYzQ2MmY0NmIxNGExZjY3OTcyNGUwMGYxZWJmMSIsInZlcnNpb24iOjF9.vUlq5ppw_Cp-j5gYxIhuixJqRsflwUXZJmVBxTpQ2EXuLjjslOjlAQ6uqX9Gk-RjCmZgrX_anXWre2JQnYEWBQ
+    - type: precision
       value: 0.8466666666666667
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTNmNjVmYzczZmVjODg0NGJmNDg4YWRiMTJhYmI5ZDFlMzYxN2I2MThkZTEyZTdkZDRmN2QwMGNmNjljZDMwMCIsInZlcnNpb24iOjF9.eY_2irXgvpJlIgqXm1eIbR_1048f160NTjXNeaSP94WmEDpxoaR-2S5MgjV7jwWJkfg0ITE8CBudQ9eFJgRwAA
+    - type: precision
       value: 0.8939157698241645
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2U4MmJmZWUyYzk2NTQ1NjlkZjYyZGIyYjdlOWI4MDM0MzAzMjhiNWE3ZWU4NGRkMDUzMjI3MDM1Mzg0YWMzNCIsInZlcnNpb24iOjF9.CHWxbXYbIewtrWln29_w6Rggqw7av4GF8OPutIATK8wo4bz6EX3Qw4g5cvzSl1jNjf9K1QVvq_p9o4-TDrHeCA
+    - type: recall
       value: 0.8555113273379528
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTIzODI3ZTc1NzlkNTY5MTc1MzFjMzBjMWI4MzkyYmUzZWY0MGEwYTNiOTU5NzQwMjNiNzYyYzU5MmY1N2I2ZCIsInZlcnNpb24iOjF9.5OrJ16GgPdOh_jWlCKAHBs6Xf-X-AV-Q3Xw3c0yvbX15IVLW2ZOEfNILPkYJRRIIGme6X0GPIs7xXqf3p3leCg
+    - type: recall
       value: 0.8466666666666667
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDliNTBmOTg3MDMzYTAzMTMwZjM2MWMwNmYwNjg4NGQxMGIyODNhMDYxYmI4YWVkODBmMTZhOWI2ZDc1YzA5NCIsInZlcnNpb24iOjF9.19ZNnknqA5y7xJ4d8vo-6pWoxY-bgV7Fi2PMWfHpz7IeIE1Q-UXocc_d3QdBD_CT_LR7iDmRTnh2laeR7_PfAA
+    - type: recall
       value: 0.8466666666666667
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGZjODVkZTJkYTVkY2JlNTc1NTc1NWNjNDZiNzk5ZjMwNjJmMmY3OWVlNDFiNzQ3NzRlODExMGE1ZTY3MjZmNiIsInZlcnNpb24iOjF9.-aSeNHDPVM8PyOtZJLGGXjF8wdSfiHqJVv7dgGRTWO9colKaA0IdsXVF8ObXQxDugpp086S3SzGJNUCejJ6pCg
+    - type: f1
       value: 0.8431399312051647
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTE3YTJjNDJhMGU0YTU3ZjE5MGZiNzdkN2UwZmY5YzA4MjRmNDg3YTg5N2Y5ZDI5OTNiMDRmODk3NjJmNDkxMSIsInZlcnNpb24iOjF9.I6syUyV2vCYamp2Y-R2Ed-YsT1j9SGpq9bnkCOgrbVNIGA7olqqXUltpqea_g1Kf1j8xGQkAlkKBIGaZ1LDiBw
+    - type: f1
       value: 0.8466666666666667
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTRmYTU4NDcwNzMzOGQxOGJkNGViZjhlYWQwMjZjOTRiODM2YTI1MGQzZGEzY2Y5NzFiNTFlYWMyZTBhNjI2OCIsInZlcnNpb24iOjF9.92EakZFNqp_DyYghX1uRbWxTK7iszc31XKcqMz4ah5Nn4q9yE1e5PwmpN9CfTQ1WBMrjQZfC6WMjZlKMCbDDBQ
+    - type: f1
       value: 0.8430272582865614
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGIzYTUwZTI2ZjA0NTAwZDExNTI0ZTc1NWIwODE4NGZhNGUwYjUzMWZkMDU2NTZkNzc1NjkwN2NiYzg0MGVkMyIsInZlcnNpb24iOjF9.eRKxOW4LRNL-xsmzrujmZp8V_TPPO8PlzW6SK72cymBhmf-VCOwCfn1_sDRwvswvVPr1r5hG2ViPH5JlPiiiCQ
+    - type: loss
       value: 0.3633290231227875
+      name: loss
       verified: true
-    - name: matthews_correlation
-      type: matthews_correlation
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDM3NjQwYTM0YTc0NjRiOWI3ZjZjN2IxNzZjMWYzMDc4NWY1Yjc1N2NjZDUzZWNiMjhhNjhhY2YwMjkxMDkwMSIsInZlcnNpb24iOjF9.DPRH5UxA5P-2wunBjid2deWgwNUm5uub-OuJGznbfUYH4ZMZ_vX17TDPgQ_qx7MG9DidLyhoApG3KTZbC7L4Cw
+    - type: matthews_correlation
       value: 0.7973101366252381
+      name: matthews_correlation
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTk2M2ZmMTNhYmM3ZTJjOTU2NTIxNTMzNmUxYzE0YmIwZTAyOTMxNjU4YTgwODA2Mzk2YmM4MGZjYTUyMDY3YyIsInZlcnNpb24iOjF9.mTh2Mnkhh1btzRCKN2hESCOSEnof8nvB2V1eTzLhkVM68R2uSmya9c1QFyRty6Yc5SS0oa6yDXVfhJylJ5T-CA
 ---
 
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