| license: mit | |
| arxiv: 2205.12424 | |
| datasets: | |
| - code_x_glue_cc_defect_detection | |
| metrics: | |
| - accuracy | |
| - precision | |
| - recall | |
| - f1 | |
| - roc_auc | |
| model-index: | |
| - name: VulBERTa MLP | |
| results: | |
| - task: | |
| type: defect-detection | |
| dataset: | |
| name: codexglue-devign | |
| type: codexglue-devign | |
| 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 | |
| - defect detection | |
| - code | |