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: convnext-tiny-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: 0.7253333333333334
+      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: 0.6866666666666666
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTFlMjM4ZTBkZjJjMDY3MWRkM2U1MTlkZGQwNzczNGU1YTdhN2NkZWJlZjU1ZTQyNzA0NzFkZjllNzE0OTAxYSIsInZlcnNpb24iOjF9.BT36mw-wd_pEa50sWbrIVhponbLDTIAP3M6BGcrQWcJ1Ulj8lEzK0XOGHFfOLPwzYH4MpnkdU2L_GLgc9KDhDA
+    - type: precision
       value: 0.7181484576740136
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjk2ZmRiOGJjNjM1NTMwM2U5MDJiNDMzNDAyMDUzZWQ3MGY1M2M2MzViNzY5YzQ5YjhmMTk2ZmQzNTAzYTY2MCIsInZlcnNpb24iOjF9.2x6HyK3oUrkYJi2GmRI1i1j9OhRB7oCuAIlsO0Ow352-t5kSayLT-rEpRy7Nr2yJL_h_n3LPBvUcydsDIz7ACQ
+    - type: precision
       value: 0.6866666666666666
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTkzNjA4NmRlM2Q4NDZmYzVhYzE0ZGI4YTE3N2M1ZmE1M2QxOGIzOWNmNGI1OTQ3MjE2M2VjYmU5MDNkOThjOCIsInZlcnNpb24iOjF9.8pi-kosLfWJHnPSsiwtFI6cP9VplNbBJH4j4dswHPFl_T90JfOE7Ly6tOqGAJsbqbqFyUJQE_MkC3x7Zr2fNDQ
+    - type: precision
       value: 0.7235392474854474
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWY2MDdlY2NhOTdiNzZkMzcwZWY5ZDc1MDZhNzRkMDEwYjc0MjA0MWQyZmIxMTk1ZjlmNmU0Y2M3MzY0NTJhMyIsInZlcnNpb24iOjF9.9S8Q_vU77_ZVmgOQQEphEZ-6YtGOgfsk8h8R_wWrgJUCgS_KoUysMvGEi9fdg1nK8wIadIOaioOefsEERvikDQ
+    - type: recall
       value: 0.7006250320552644
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGM3ZTBhNDUwMmIzMWM3NDljYmE0YTA2ZTVlNDI4YjZhNGY4MGNiN2U0MTU0NWE1MDkxYTlhMmRjMDE3ZGYwZSIsInZlcnNpb24iOjF9.qmMrg-wzbt_aLY8QfENxjD2ZIOc_jG22-4TjNDlslV8zWKLcmPFrMj1BDPQI3BN9yeV32EtydXspdeKIMShmDg
+    - type: recall
       value: 0.6866666666666666
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjZmZmIyMDViNzUyNGUzZDcxM2ZkZTJlNjI5ZjhiMTJkZGVjZjFkNzc2YzYzYjM1YjI4Mzc3YzQwOWM1OWFmNiIsInZlcnNpb24iOjF9.XxpPp6jfPr0xKrS4DOxker7bvx7vsjT7lSwts6Pr4BuhwqE1-6t76vdZxFFSdRBri4BioyMxM1w1H1acPjhYAQ
+    - type: recall
       value: 0.6866666666666666
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmEzMDcxY2MxM2Y2YzczZmQzMGI2MzQ0MTY2Y2M5OWQ0ZTBiYjJiMjZiYmE2Y2Q5ZmI4YzRjMzdkYzNmMjI0OCIsInZlcnNpb24iOjF9.9bxTKxR9yOCgwaEMdau4ggn2v5F_AUBevk6uohhntBsaaIGSI0ZOAP1E9j2ZISdgMobmOSzwPDNIAr8qxMQtAw
+    - type: f1
       value: 0.6690027379410202
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjAzNzc3YTA5OTY3MGVmM2FjZTdhZGY4MGIwNjBiZjBjYTMxMTQ4NWVlOTZlYjRhZWE1YTdiOGU0NjBlNjRkNCIsInZlcnNpb24iOjF9.xX5r-KVUP5HQ3XPHjOVw5HoC89JnDmHikflxCGsfL-_0gX7MkhbQSlmtG2nuXhnR1Tw2NJ3sDEZLtEsfR1G2Bw
+    - type: f1
       value: 0.6866666666666666
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWMzMDM5MjFiM2VkYzhmMGI2Y2M0YTlmNGQwOGRlNmNlYzY2YzdiMjhjMmRiMDg3MDc1ZjJmZTY5MWEyNDNjNiIsInZlcnNpb24iOjF9.2jOv8xqDktjkxqtK50pVPWpFuynq_h6fdx-XXmiCIhxth-Uft5PdZwdmJukP06AY4QIzvnHWYi9sjx5OL_3RAw
+    - type: f1
       value: 0.6647526870157503
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTM4M2NiYmJlMmQwYmQ5MTU4OWNhZGI2ZjBhZmEyYmNkZmFhZDc2NmI2MzRmYzdjYjg5NTExN2FjNmZlN2NiZCIsInZlcnNpb24iOjF9.kASz7jCoSofXLgd-9yyCUG_oyUasf-FSa0p_piHTIrJBWdtEKyxTTlWm0EhQBy3C0njBp0EwZwS6qN16xl5tBg
+    - type: loss
       value: 0.9549381732940674
+      name: loss
       verified: true
-    - name: matthews_correlation
-      type: matthews_correlation
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTRjZDFjYWM4YmFiN2RjOGM1NDMyODFjODQ1ZTgyZGZjMjBlN2ZkYzAwMjFiMTU0Mjc4MzYxNjNjYmNlODA3NyIsInZlcnNpb24iOjF9.ZNS9JWP6TsxgYGYfu9Jkk0_qdEkBNU5yOxjvWaEk-H2rLDO8UvUcwMPAuaa7nURHPEz91ng8oYQOne47uhKyDg
+    - type: matthews_correlation
       value: 0.5737269361889515
+      name: matthews_correlation
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGMwZGEyYmUyYWM5MDc0ZGZiODk4MzdlNGUzNGE5NzY4YjcxZjU1N2E4MTAwZTQ5NTkxNTc2ZGZkMGFhNzZhNiIsInZlcnNpb24iOjF9.94n5IQ4pnnymt47Rom7xzi2nzeeUKa5Rfe0_Wx_dw9FqsWoaJwvjxnBCwZXAQLXJ-lr-8qY-ma7tInJlhKEfCQ
 ---
 
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