Update README.md

README.md

@@ -1,5 +1,6 @@
 ---
 license: mit
+arxiv: 2205.12424
 datasets:
 - code_x_glue_cc_defect_detection
 metrics:
@@ -8,6 +9,30 @@ metrics:
 - recall
 - f1
 - roc_auc
+model-index:
+  - name: VulBERTa MLP
+    results:
+      - task:
+          type: sequence-classification
+        dataset:
+          name: code_x_glue_cc_defect_detection
+          type: code_x_glue_cc_defect_detection
+        metrics:
+          - name: Accuracy
+            type: Accuracy
+            value: 64.71
+          - name: Precision
+            type: Precision
+            value: 64.80
+          - name: Recall
+            type: Recall
+            value: 50.76
+          - name: F1
+            type: F1
+            value: 56.93
+          - name: ROC-AUC
+            type: ROC-AUC
+            value: 71.02
 pipeline_tag: text-classification
 tags:
 - devign