Access Control (AC) Vulnerability Detection on I1 Baseline
100PrecisionSmart-LLaMA-DPO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Smart-LLaMA-DPOBackbone=LLaMA3.1-8B, Fine-tuned=true2026.04 | 100 | 44.76 | 61.8 | |
| LiquiLMGem2026.04 | 73.4 | 96.5 | 83.4 | |
| GPTLensBackbone=Gemini 3 Pro2026.04 | 20.9 | 97.2 | 34.4 | |
| Solhint2026.04 | 19.5 | 99.3 | 32.5 | |
| Aderyn2026.04 | 18.9 | 86.8 | 31 | |
| Slither2026.04 | 15.1 | 56.9 | 23.8 | |
| Oyente+2026.04 | 0 | 0 | 0 |