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

README.md

@@ -1,16 +1,16 @@
 ---
 language:
 - en
-thumbnail: https://avatars3.githubusercontent.com/u/32437151?s=460&u=4ec59abc8d21d5feea3dab323d23a5860e6996a4&v=4
+license: apache-2.0
 tags:
 - text-classification
 - emotion
 - pytorch
-license: apache-2.0
 datasets:
 - emotion
 metrics:
 - Accuracy, F1 Score
+thumbnail: https://avatars3.githubusercontent.com/u/32437151?s=460&u=4ec59abc8d21d5feea3dab323d23a5860e6996a4&v=4
 model-index:
 - name: bhadresh-savani/electra-base-emotion
   results:
@@ -23,50 +23,61 @@ model-index:
       config: default
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9265
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjYwNGQxMzRmMjViNzVhODJjM2UxOGNkYmNjOTE3OTczNzUxN2IyNGY1ZmFiY2VlNzNkOWY3M2I5YmZlNDlmMyIsInZlcnNpb24iOjF9.4e7MLUVHIBXYIwOgAcSDRJ7ziMXMSwk2-Ip8DH1RjxBDthc4MiBglMxbOUUjSzTPtSSEZKqfTZonUq7yR_rwBQ
+    - type: precision
       value: 0.911532655431019
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzFkYzRjZGUwYmJmNmUxYjM3NzY3NWY0NzBhZjU5MDQxZWY4ZjA3OWMwMjQxMWJlODg5ZjIxZWFhYTg0ZGY2NCIsInZlcnNpb24iOjF9.I0j92y0SToxjoKkKX7AD8h5p3pDePSdQwOCBeZj-OGF0MRBeqo1Ejg-1snFFplU0mtoFF6rCvRq9WosqvRhfCA
+    - type: precision
       value: 0.9265
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGE2YzUyN2ZhYTdjZjQ4OWVkN2M4MzhjZWM0YzAyYWU2YjllZDYzOTYxYTZlZDAxNjA4ODY5NTk1MmE3ODQwZiIsInZlcnNpb24iOjF9.VQSaLzlreAIfy0iDJsCo-Mg1xF4gMv-KQkeIzoTKLhyp3V7rn5d5oaD8EEsay3gDamSC-xj8LndOqFL1AokZCg
+    - type: precision
       value: 0.9305456360257519
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjcyZDdjMWE5YzhlNWUyZDg5YWUwOGRkYWFiMDNmMTY4N2QxZDg1YTU0MGQ2ZWI1ZDI5Mjk2MTVmN2JmZTA1YiIsInZlcnNpb24iOjF9.EvcL-mfmJ3rGQCaVRejoWplButUT_dQjgwPw-rWlqSC7Ex3reLa3hQ9PtYuXtYM3ymVl77rFgW2Yxf3lIn6RBg
+    - type: recall
       value: 0.8536923122511134
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjIwNjU1ZmIwYzgyYzNmNmY2NDkyNjA2MDg0NDcxOWQwMmJmZTFlYzg0NjI0YWMxNzhmYTQwNzU0Yzg5ZTk4MCIsInZlcnNpb24iOjF9.8he8WOjzHqJp5h2TUig7oDrn4jwSbSB1J69fmh-2UUrpH46VpwxD5bO0MG3Nm4HHYK2ZIzPb-sTX7hhMJHM7Bw
+    - type: recall
       value: 0.9265
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjRiODljZTc0ZDU3YWNlZTRlYjQwY2M5YWFiY2VkOWM5Yjg5NjYzZTNkYTA1ZTc3ZjU3YjY3ZGMzNWFiNTNhNSIsInZlcnNpb24iOjF9.W74pDxOq18_Wr3Mmd0f1whXMJuVT3DhmYCWh3Z_VKB6QMSgNUf4l1iBYukIT8Lrwr50z4pscBGY3YktlUgg5Bg
+    - type: recall
       value: 0.9265
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjgxNDhjMDcwZTA2ZWQ2NTFlMTFjOGU4NDE4ZDY0MDJjNGMwOGYzMDViYTM5Y2M5ZTc2NDM3OTdmYTc1NzhhMiIsInZlcnNpb24iOjF9.x4sUtEJWliLYqyKkKMEvb10lSxqN8vhrmSAnwtyCp0tEag6DUNEUA6_nojaC3ABIDb4ZwVd7JIcQ5yD2PKU-Dg
+    - type: f1
       value: 0.8657529340483895
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmUzZjNiOTZhNjE0ZWE5NDI2NzBmOGViYTc0NWYwYWQ3ZjA1ZTE1NmM5ZWRiZjA0NGYyZDM2OWE5YzA4NDY1MyIsInZlcnNpb24iOjF9.OLYrJI7nW4-nvCbEsJDIwyGL9lI1UNM-TBpMmosbkUCLu8MhhCdMo0tdKRaCRoDUtfLlwcUG9mOayAsDdfrqCw
+    - type: f1
       value: 0.9265
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWE1ZDI1MzA3YTcwODU0NTgxYTNmYjc5ZDZkYzI3OWZmYjNlNjI5OWI4MDE4NDRhOWMyNWZiMjZlMTIwNWU3YSIsInZlcnNpb24iOjF9.ZpLdxeqJjKiLxUxRIVbBZa9u5w0UMPKVwvOha4tHMTiyq3RaW8TNOkFdO7TIsgxoPdQb6wzWNDojrqJOY4vsDg
+    - type: f1
       value: 0.924844632421077
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2VhNWZmM2E4NDI5NmRiMWJkNDk2MDMyMDZmYmE2ODBlNTA2NTdhYTc4NzRkOGU1ODczZDU4MTdhYTZlOTRiZCIsInZlcnNpb24iOjF9.93XiZO_2N0nLa2PU3TICEOT8HjURPzpaAVD_5e5MFMHrtMIB1Barg0cvzc3TCisKxV_vlt1i20d2YwtfWKgrBQ
+    - type: loss
       value: 0.3268870413303375
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2IyMjdlMWZkNjQwNWVkYzU1MWYyODJkMzAwOWJmZWJiYTI0OGRlZjhkMmZkN2JhMjJmMDdkMzQ1Y2U3NDY3MyIsInZlcnNpb24iOjF9.aEnyBFvFKixU1zh5GYkIUDcf4uD6PV7pESdbdvG_oJ1lIisOg6CEb6nekcYtDebcoL3q1cbrBdhgK6dgdShJBQ
 ---
 # Electra-base-emotion