PrimeVul
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vulnerability Detection | PrimeVul (test) | F1 Score68.74 | 38 | |
| Vulnerability Detection | PrimeVul Seed: PrimeVul Train (test) | Precision25.93 | 24 | |
| Vulnerability Detection | PrimeVul | F1 Score67.93 | 24 | |
| Vulnerability Detection | PrimeVul Paired (test) | Pair-Correct Count275 | 22 | |
| Vulnerability Detection | PrimeVul Paired (full) | PC Score93.66 | 13 | |
| Vulnerability Detection | PRIMEVUL (val) | Accuracy97 | 7 | |
| Paired Vulnerability Detection | PRIMEVUL paired (val) | P-C22.7 | 7 | |
| Function-level vulnerability detection | PrimeVul Paired | Accuracy53.22 | 5 | |
| Vulnerability Detection | PrimeVul Full code samples (Paired) | Accuracy96.83 | 3 |
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