Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#2)

- Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (42867536a03878e9d4d259b8b7be918fdab66954)


Co-authored-by: Evaluation Bot <[email protected]>

README.md

@@ -5,6 +5,8 @@ tags:
 - generated_from_trainer
 datasets:
 - beans
+metrics:
+- accuracy
 widget:
 - src: https://huggingface.co/nateraw/vit-base-beans/resolve/main/healthy.jpeg
   example_title: Healthy
@@ -12,22 +14,20 @@ widget:
   example_title: Angular Leaf Spot
 - src: https://huggingface.co/nateraw/vit-base-beans/resolve/main/bean_rust.jpeg
   example_title: Bean Rust
-metrics:
-- accuracy
 model-index:
 - name: vit-base-beans
   results:
   - task:
-      name: Image Classification
       type: image-classification
+      name: Image Classification
     dataset:
       name: beans
       type: beans
       args: default
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9849624060150376
+      name: Accuracy
   - task:
       type: image-classification
       name: Image Classification
@@ -37,50 +37,61 @@ model-index:
       config: default
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.96875
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWUwN2EwMjAxZTBhMjU4NzNiMjdkOGYwOWQwNWIzYzdiMjAwMWIyOWQ3OGI0MmM3NTRlODBiMGM1NzU1NWNmNCIsInZlcnNpb24iOjF9.Smb7uDp0Qs8z47_ycR-ip_GrUXeP-7gpqOsExVr3mLzBshzfUutrHPMQyZRtmo9kTQSoFgO4oirzd3sPDmJzCg
+    - type: precision
       value: 0.9716312056737588
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTBjYWM2NDYzMGUwNzI0NDVmMGJhMjEzYzhlYzQwNWY0MjE1NjMzNTY0YTBkOGQ4ZmM3MzdhNTc5NDdlNzVmNSIsInZlcnNpb24iOjF9.Ts_EkO4sRgKU_Y8WxEZ6Hrf8ivI1DO4nANNW7iNfjzJrK6ZPgU-hc8VO4PXg7EXVwnOiMcgdqxdzKNi0wZgvDg
+    - type: precision
       value: 0.96875
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTMwNGEyODA1NmEzOWE2M2U1M2M0MTg3MTU2NTVmODcxNGY1ZmFiZWIwMDJkZDEzNTRkNmNjOWNjYzllZDhjNyIsInZlcnNpb24iOjF9.yvGN04AqLPpiP4bg42Z0X7IHSqTde3kb8QXeAn79WMub6RTbtQqSsPnLkZmfIBC_bsKdDFGNr4Pq5wtLa0GpBA
+    - type: precision
       value: 0.9714095744680851
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODQ3NzIzMzE1NWQ3ZmQwZmRhNzNmOTczMjllMjM5MDUyYjFmYWQzYjA3YTQzM2I5MmZkNGE5MWI2MWYxYmUxOCIsInZlcnNpb24iOjF9.pLLxdDf4YjD2N5x4G2cTKaBSvmTHDXH2ZDL4QYZ0nHHnRNeQRRpyhny_swBn4ooS2YplGnUfU5WcIDboSmP2Dg
+    - type: recall
       value: 0.9689922480620154
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGUzOGRjYWJlY2FiY2M2Yjg1YmZmZjg3NjU3YjhiZmViZjhjMjgzNGM5MGJjNzA5YzJkZmZmZWFkNjBkODgwZiIsInZlcnNpb24iOjF9.vintwO0TDSUQ279t41zAi7nu_Z330RPgRbictjqBfC-P-EmEp6c2FgFk2Tfi9JU1ADWZp1LSiYVP6Z0vx1tdDg
+    - type: recall
       value: 0.96875
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzU1MDMyZjFjNzkzZGQ1NTFhZDdjNGFkMGFiNDYyMDRhMTI4NjRhMjlkOTBkZDQ5ZGM0NTg0ODBlZDE1MWY3ZCIsInZlcnNpb24iOjF9.jSiGQmIYTp1AF1HXCrcdRPMx1KLTinZePt0_JwPNx4_NBXTSoB8SfMYa37tQUjiWge84mIs9peEGOvlR_D-MDA
+    - type: recall
       value: 0.96875
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWRkMWQ1OWRiMmUyMzIwNTNlYjZkZWI2MmI1ZDE3NGMxNTJiYzk0NzU1ZDgyNWIwY2E1YWIwODY3NjIwNGE2YSIsInZlcnNpb24iOjF9.p_xnLgnHK_rn4P6b5OBMOse9-2I0Bmdg71D8OF-GoSyBtIxY_fqEiZOsxRPliCtj8oaaapmzE5hBuk8Js5fpDw
+    - type: f1
       value: 0.9689250225835592
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDczNmY3NWMxOTRmMzUwZDVjZTNmOTgwNGY3NDIyYmNiMjFjOTBiMTAxYjlmMTYxNjdlODI4NmI5ZjYzNWM5ZCIsInZlcnNpb24iOjF9.NZ573cbob2p6akj5ZwRm9L2eN3wes9_c-m936SG561UWiJBjgt8rluMEmAVV9Dv-ioejNtAy1F4fvg2AdyBwDQ
+    - type: f1
       value: 0.96875
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTZlNzNhZjRkYWE1ZDRiZmVhYjc3ZTZhYmYzMDVkMmIzMzUzNWY1NDliMGI5NzgxZjM1YzliNWZhYzM4MzA5MyIsInZlcnNpb24iOjF9.ClwhPdxnwkUHQt22byICE0f31CaIrXr1dhNDMvEt8imyzf13saNURRzvk3pW-eOCpZaGY3LCjvgAwrdXtZ67AA
+    - type: f1
       value: 0.9686822493224932
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2RiZGMyNmQ5NWQyODgzMjgwY2E2Y2E5MmJmOTIxMWQ1ZGJmYjNhNGRjOWM4NTRjZTBkMTU3MGU4MzBmMWU0OCIsInZlcnNpb24iOjF9.EQX3LU8GL2TRZxWaDHmKWEkXOLpF0cVWn0pQUrBE43rDe0-Peon_wnIhlE1qijPAEO75fPTWtr5MpjnaXAWqAA
+    - type: loss
       value: 0.1282731592655182
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzFjMjkwYzk0NDA4OGZkYjQzY2M1YTczOTExNDFiNjVmYjBmZmMwYjk4MDI0MDdmYmM0N2MyZmNlOGQ5OTQ0NCIsInZlcnNpb24iOjF9.Rzg0eUxeNkN_bqFU1OmIuw-cc1doy1DHbQus-0fypVxsb1tKKUVBWwMSx-lVYxFKU9PP8twxNlM6fu3Xro_hDA
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You