| BigVul | | Precision97 | | 42 | 1mo ago |
| CVE-Solidity (test) | OpenInterpreter | Top 1 Hit Rate (cs)59 | | 42 | 3mo ago |
| Reveal (test) | DISCO (MLM+CLR++NT-MLM) | Precision48.3 | | 42 | 3mo ago |
| MoCQ (test) | Combined | True Positives (TP)292 | | 39 | 1mo ago |
| PrimeVul (test) | ReVD | F1 Score68.74 | | 38 | 3mo ago |
| PreciseBugs | SAGE | Precision24.91 | | 35 | 1mo ago |
| ZKAP Dataset | ZKFUZZ++ | TP23 | | 30 | 8d ago |
| Real-world ZK Circuits All | ZKFUZZ++ | True Positives (TP)85 | | 30 | 8d ago |
| Bigvul (test) | Extension | Precision19.03 | | 30 | 3mo ago |
| CASTLE 250-sample benchmark 1.0 | VulnScout-C | CASTLE Score1,068 | | 29 | 2mo ago |
| PrimeVul Seed: PrimeVul Train (test) | | Precision25.93 | | 24 | 3mo ago |
| BigVul Seed: Devign (test) | VulScribeR | Precision11.64 | | 24 | 3mo ago |
| PrimeVul | Qwen2.5-32B | F1 Score67.93 | | 24 | 3mo ago |
| PrimeVul Paired (test) | Phoenix | Pair-Correct Count275 | | 22 | 22d ago |
| IEC61850 | SysFuSS | Time (hours)2 | | 19 | 3mo ago |
| ContextVul | VULPO-4B | P-Pass@122.6 | | 18 | 6d ago |
| Vulnerability Detection Benchmark | | Pass@160.27 | | 18 | 3mo ago |
| Dataset (test) | SemTaint | True Positives106 | | 18 | 3mo ago |
| CodeXGLUE (test) | DISCO | Accuracy65.8 | | 18 | 3mo ago |
| SVEN | | F1 Score89.5 | | 14 | 3mo ago |
| PrimeVul Paired (full) | SecCodePRM | PC Score93.66 | | 13 | 3mo ago |
| VulDeePecker | VulStyle | F1 Score97.76 | | 12 | 1mo ago |
| REVEAL | White-Basilisk | Accuracy89.9 | | 12 | 1mo ago |
| SVEN (test) | ReVD | Accuracy63.72 | | 12 | 3mo ago |
| REVEAL Chromium Linux Debian Kernel (test) | DISCO | Precision0.483 | | 12 | 3mo ago |
