Vulnerability Detection on PrimeVul Seed: PrimeVul Train (test)
25.93PrecisionNo Aug
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| No AugModel Architecture=Devign2025.08 | 25.93 | 5.12 | 8.55 | |
| VulScribeRModel Architecture=CodeT52025.08 | 20.26 | 25.14 | 22.44 | |
| VulGenModel Architecture=CodeT52025.08 | 19.82 | 24.04 | 21.73 | |
| VGXModel Architecture=LineVul2025.08 | 19.77 | 27.69 | 23.06 | |
| AVIATORModel Architecture=LineVul2025.08 | 19.74 | 28.05 | 23.18 | |
| VulGenModel Architecture=LineVul2025.08 | 19.39 | 28.23 | 22.99 | |
| No AugModel Architecture=CodeT52025.08 | 19.34 | 25.68 | 22.07 | |
| ROSModel Architecture=LineVul2025.08 | 18.48 | 30.05 | 22.89 | |
| No AugModel Architecture=LineVul2025.08 | 18.31 | 31.15 | 23.06 | |
| ROSModel Architecture=CodeT52025.08 | 18.03 | 28.42 | 22.07 | |
| VulScribeRModel Architecture=LineVul2025.08 | 17.29 | 31.88 | 22.42 | |
| AVIATORModel Architecture=CodeT52025.08 | 16.96 | 31.33 | 22.01 | |
| VGXModel Architecture=CodeT52025.08 | 16.61 | 32.79 | 22.05 | |
| AVIATORModel Architecture=Reveal2025.08 | 8.65 | 36.32 | 13.97 | |
| VulScribeRModel Architecture=Reveal2025.08 | 7.81 | 49.76 | 13.51 | |
| AVIATORModel Architecture=Devign2025.08 | 7.73 | 51.82 | 13.45 | |
| ROSModel Architecture=Reveal2025.08 | 7.58 | 43.66 | 13.07 | |
| VulScribeRModel Architecture=Devign2025.08 | 7.57 | 55.37 | 13.31 | |
| ROSModel Architecture=Devign2025.08 | 7.45 | 52.44 | 13.04 | |
| No AugModel Architecture=Reveal2025.08 | 7.35 | 44.63 | 12.62 | |
| VGXModel Architecture=Devign2025.08 | 5.61 | 53.66 | 10.15 | |
| VGXModel Architecture=Reveal2025.08 | 5.44 | 50.73 | 9.82 | |
| VulGenModel Architecture=Reveal2025.08 | 5.29 | 59.27 | 9.72 | |
| VulGenModel Architecture=Devign2025.08 | 4.94 | 59.76 | 9.11 |