Vulnerability Detection on SVEN (CWE-125, CWE-190, CWE-416, CWE-476) (test)
72AccuracySecCodePRM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SecCodePRMbase backbone=Qwen2.5-Coder-7B-Instruct2026.02 | 72 | 72 | |
| LLMxCPG2026.02 | 60 | 70 | |
| ReGVD2026.02 | 51 | 55 | |
| LLM PromptingEvaluation Protocol=Prompting2026.02 | 50.9 | — | |
| VulBERTAArchitecture=CNN2026.02 | 50 | 44 | |
| VulBERTAArchitecture=MLP2026.02 | 50 | 43 | |
| VulSim2026.02 | 33 | 31 |