| Rank | Model |
F1 Score |
Extra Training Data |
Paper | Code | Year |
| 1 |
Reveal Model - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans) |
26.18 |
✓ |
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs
|
VulScribeR/VulScribeR |
2024 |
| 2 |
Devign Model - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans) |
24.99 |
✓ |
|
|
|
| 3 |
Reveal Model - Tested on Bigvul (Training on Devign + VulScribeR 20K + Extra Cleans) |
18.98 |
✓ |
|
|
|
| 4 |
Devign Model - Tested on Bigvul (Training on Devign + VulScribeR 20K + Extra Cleans) |
18.51 |
✓ |
|
|
|
| 5 |
LineVul - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans) |
17.38 |
✓ |
|
|
|
| 6 |
LineVul - Tested on BigVul (Training on Devign + VulScribeR 20K+ Extra Cleans) |
16.23 |
✓ |
|
|
|