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

README.md

@@ -10,19 +10,19 @@ model-index:
 - name: bertweet-base-finetuned-emotion
   results:
   - task:
-      name: Text Classification
       type: text-classification
+      name: Text Classification
     dataset:
       name: emotion
       type: emotion
       args: default
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9365
-    - name: F1
-      type: f1
+      name: Accuracy
+    - type: f1
       value: 0.9371
+      name: F1
   - task:
       type: text-classification
       name: Text Classification
@@ -32,50 +32,61 @@ model-index:
       config: default
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.923
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmM2MWE4ZjY5YTgwYTJiMjU3NzM2ZThhY2E1ZTMwODViYWQ3MjMyYWQwNjY5YmQzNWI4MDNkMDIzNjViNGFiZSIsInZlcnNpb24iOjF9.6EvBDfdNh_DOQdV5x7v-1kbmWOtC8y5_d05D-q4D6HijTs2CWCJq9fIxejdK_fhCmgrjplgg2nUivCKhdYhaCw
+    - type: precision
       value: 0.8676576686813523
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWNlYTE4YTNkYjc2OGEwZGUzYzI1MjNjOTc3NTNiMGQ0MWNmZjQwNTgzZWNmMzMzMTU4YjIyODQ2Njg3YzQ5NyIsInZlcnNpb24iOjF9.EKO1dxq7_i3YOM-qr_VsPmLdUtRmjqmAWZ3fwvhU8LINMf96FtpVidg-tzScuDvOuokSlyxuWWK0N5_W_7f9Dw
+    - type: precision
       value: 0.923
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzQ5ZTA5ZTY0MjhhNWE0YjdiYTk5N2ZjMDlhYmViMTNiZjk5MTZjODUwNTQxNDRkNzFiNDgzZTRmYzAxMzg0NSIsInZlcnNpb24iOjF9.P0M_qss4GFeHpOBs3Qch7LqgkJRn_8rAqVYS1DJcWjSldPu9SAg9h_1XYgmHPt0AlkJQ3WJe4Kx_MBJJWpnEAw
+    - type: precision
       value: 0.9268406401714973
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzQ1MGVjZGQ4YmYxY2M0OTliMDAxY2VkNzU0YzI5ZWVlNWE2YjAzZDYwYzRiNmQwMjliNTQ5NDc2ZmViZGZhYSIsInZlcnNpb24iOjF9.x5qfOfbrYgVZfcOB2Bi18-bIHwK8G24njA0hUGkIQqJi8qhFXLU2pjhQtarHrrq_6A1eTADhgIyqMacpGM_TAQ
+    - type: recall
       value: 0.8945488803260702
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2ZlZWQ3YjMwZGJlYWYyMjc2NTFlZDVkY2IyMjJlZmY3M2Q5MmMzNTQxZWFiNjY3YmY5ZDU5NzcwZTc4ODQ3ZSIsInZlcnNpb24iOjF9.uq3VbwWkRU1Y2ICazCwNJuoYpw-dDMWT8gdRWrC5astZCA4MB378utJv5C4LD1ZIfInjY_VYvawZtAJj7QLADw
+    - type: recall
       value: 0.923
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWNhMWE4MzcwNDg5MTAxYzUxZmRkNGE5NjA1NjIwYTdkZDg4MWUyMjE0MWRjODA2NmRkNTg4MTZlNWRhMTE2ZSIsInZlcnNpb24iOjF9.-gqvwVg7e5Nz7_0gsnDfB5UQQzhj4F8DmEq8AaGB8wTO9TDavykemllYREzAe93NjW-50uCHFJmAtsAZXPKDAg
+    - type: recall
       value: 0.923
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzA3NDVmNWZkZDFjODVhY2UzNzUyMDJjMDcyN2NlZmNiMTc0NGRhOTRjMzhmOTVmMjJjMjZlOWU2MTUxZWMyMSIsInZlcnNpb24iOjF9.aMkVOk3SPDKoNhBXvWV3NhsZmlHbWSNxR5g8uM0GYbA6piMP9Knm8IHW47ixrsFI2a3dOlinpeMMZeZRvYoiBA
+    - type: f1
       value: 0.8798961895301041
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjlhZTgwYzc2OWZiNGMzMTBlNzM0YmMwMDMwNzk3Zjc0OGFhZDgwYjk2YzNkNjQ4MzVkOTc5MmQwZWI2NTY1YiIsInZlcnNpb24iOjF9._Z0Nb5e2Xyk_9Djq9oIIe6p_nFsbuda9jon8Q1SrTepkQZVMQEWEWAogGMUqkfN7YHYGWsqgaXV1G1GxLd9SDA
+    - type: f1
       value: 0.923
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWRkMGM1MTdmM2QyMTM5NGFhZjcxNDQzODEzMWViOGZkMzZmODI3MjcxYzgyZDU1OWRjZjg0N2NhMzhiM2MxYyIsInZlcnNpb24iOjF9.aWqfU-Bc0fRVMwVwn_WL6vErIae_H8a3QWSgTwLLAsL0fXuvqskDzQeIZ0spUD7mfPlxqWUwkwgQz4vkJ1dyDw
+    - type: f1
       value: 0.9241278880972197
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTYxNjk1OGEwZTgxMzE5ZjQ0NzY5NjUwMzUyYjhkMzU4YjEzMjRkYWJkMGY0NDc5MjU4YjA2MzAyOTY5MGJjMCIsInZlcnNpb24iOjF9.bRRF1cPvYN2-CHKhJdXVNzfQnf7ObMBut7LMAmr9oZnbDECtvlzO_GSwU-8Tse6HDn7BFUdloJUn-XfhSt_oBQ
+    - type: loss
       value: 0.24626904726028442
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGM0NTVkMjk5NjZmMmJkZGVkNzZjZWJmNzJhMmMxMTIwZDgxMTcxMTJiY2Q0Njc5YTliN2VmMzkxNGNkYzZjYiIsInZlcnNpb24iOjF9.wlQDSCjkdMc7UTaLMKrPlhFxmf7E2o2SE8pVprUkBjVcgiRZYbKdj0XECmBHhCEIJXSpO9fmUdcLO5qf4dv9BQ
 ---
 
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