Vulnerability Detection on Devign
780True Positives (TP)VulStyle
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VulStyle2026.04 | 780 | 1,006 | 471 | 475 | 65.37 | 62.25 | 62.35 | 62.15 | |
| CodeBERTvariant=Baseline2026.04 | 663 | 1,063 | 414 | 592 | 63.17 | 56.86 | 61.55 | 52.82 | |
| UniXcodervariant=Baseline2026.04 | 662 | 1,119 | 358 | 593 | 65.19 | 58.19 | 64.9 | 52.74 | |
| VulBERTa-MLP2026.04 | 638 | 1,131 | 346 | 617 | 64.75 | 56.98 | 64.83 | 50.83 |