Vulnerability Detection on DiverseVul
1,050True Positives (TP)CodeBERT
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CodeBERT2026.04 | 1,050 | 26,754 | 4,383 | 863 | 84.12 | 28.58 | 19.32 | 54.88 | |
| UniXcodervariant=Baseline2026.04 | 977 | 27,887 | 3,250 | 936 | 87.33 | 31.82 | 23.11 | 51.07 | |
| VulStyle2026.04 | 868 | 28,354 | 2,783 | 1,045 | 88.41 | 31.2 | 23.77 | 45.37 | |
| VulBERTa-MLP2026.04 | 176 | 30,911 | 226 | 1,737 | 94.06 | 15.2 | 43.78 | 9.2 |