Add evaluation results on the bc4chemd config and test split of drAbreu/bc4chemd_ner

README.md

@@ -1,5 +1,6 @@
 ---
 language: en
+license: apache-2.0
 tags:
 - token-classification
 - NER
@@ -14,7 +15,48 @@ datasets:
 - drAbreu/bc4chemd_ner
 - linnaeus
 - chintagunta85/ncbi_disease
-license: apache-2.0
+model-index:
+- name: sschet/biobert_chemical_ner
+  results:
+  - task:
+      type: token-classification
+      name: Token Classification
+    dataset:
+      name: drAbreu/bc4chemd_ner
+      type: drAbreu/bc4chemd_ner
+      config: bc4chemd
+      split: test
+    metrics:
+    - type: accuracy
+      value: 0.9505454039628846
+      name: Accuracy
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjJiMzExZjJmZTA5MWMxODM1YTM3ODc0NjY5ZWJlNDRmMjBhOWYwNGE2ZjQ4MTAxOTdhMDkwZDAxOTI1MmE5YiIsInZlcnNpb24iOjF9.wFgqZw0KCgTbfR1BxSClee-7r-gJHqZdk4ohqoGEJ33kQEwSrG30Og1xsZyKCbPiCQfs_2_1T_ZJO6QbiAlyDA
+    - type: precision
+      value: 0.3525598807584318
+      name: Precision
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTg0OWY2M2E4ODQwNjNiZDE5MGY4ODViYzI0ZTY1YTE0NzBhMmRhNzYxNzYwN2Y5NWRjMWQ0YjQ5ZWJjYjlhMCIsInZlcnNpb24iOjF9.MslrcG8olNcabp-pReQbq2N4gK7gOKwOtYb3ZtYIooJcl8MjX5M5Lyy_XEVoOiSD_FvP2jjyOfxcTTT3RjFiDA
+    - type: recall
+      value: 0.14230150402238545
+      name: Recall
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWI3MGQzNjQ2N2ViN2QyODY2MDZjZjljOTc2N2JhNTFmOWU2ODY4MjFhZDE4MjBjZGVlZjc1ZWI3NDcwNjhiYSIsInZlcnNpb24iOjF9.YUz3zGkrGV7cA5q4YCg3NLX1Uyw11_XB3MaHVmVag5dUEHgU_i3o4NW7ZF19pxVLfsz3yiSRjr4VK2VaswziBQ
+    - type: auc
+      value: NaN
+      name: AUC
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTlmZDg4NDM4YzJiODJlOTNmNTc0NzNmNWUzMzc4MWFkY2VkOTI5NmVhMGI0ZDQzZWQ4Mzg3OWYwZTY2OTE0ZCIsInZlcnNpb24iOjF9.Yi7IpASPVwopN1liwZ1RR39B-THlJDRBiN4Qo-FMGtThLTknrHvO2SWtDaJN39rQF5cw7kh5zg0u_ULw9VbLBg
+    - type: f1
+      value: 0.2027630477253698
+      name: F1
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBjMDQxNjhmNTMzYjJmYTIyMzhlNjEyYTk0ZjNkYzcyZTE1OTM3ZDMyNzhhNGJhYTA4YTc3MmE0MGU1MzczNCIsInZlcnNpb24iOjF9.Q3M94eWFKYnE38ohHRuNE99PYul_k0XtMVUc1HMICcagvqoG_SbWLERdm7XU-TFgAFrdOTgKqSGAPBoO9qzOCA
+    - type: loss
+      value: 0.45500192046165466
+      name: loss
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2M0Yjk4MTIyYmYzNzIyNjdmNTZlMzVlNDMwNGFmZDZjNGVhY2Q3NTc1NTQ0NzgyMzdkMTI0NGJiMjAwZjQzYyIsInZlcnNpb24iOjF9.cyDohUTdqPYDc-QVz3fZ6AT6OagMk_UpPB9g4GBVm5n4bCPCYFk74HZYr72kwIfrcF3rEXa4nEBbXg0LjzXpDw
 ---
 
 BioBERT model fine-tuned in NER task with BC5CDR-chemicals and BC4CHEMD corpus.