Vulnerability Detection on PRIMEVUL (val)
97AccuracyStarCoder2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StarCoder22025.07 | 97 | 18.1 | 89.6 | |
| CodeBERT2025.07 | 96.9 | 20.9 | 88.8 | |
| UnixCoder2025.07 | 96.9 | 21.4 | 89.2 | |
| CodeT52025.07 | 96.7 | 19.7 | 89.9 | |
| CodeGen2.52025.07 | 96.7 | 19.6 | 91.5 | |
| White-BasiliskTraining Strategy=Dataset-Specific2025.07 | 96.3 | 29.1 | 72.4 | |
| White-BasiliskTraining Strategy=Unified2025.07 | 95.2 | 23.3 | 76.7 |