Arithmetic Errors (AE) Vulnerability Detection on I1 Baseline
62.5PrecisionGPTLens
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPTLensBackbone=Gemini 3 Pro2026.04 | 62.5 | 92.2 | 74.5 | |
| LiquiLMGem2026.04 | 59.3 | 95 | 73 | |
| Aderyn2026.04 | 27.3 | 2.1 | 3.9 | |
| Oyente+2026.04 | 22.9 | 92.3 | 33.7 | |
| Slither2026.04 | 15 | 10.6 | 12.5 | |
| Smart-LLaMA-DPOBackbone=LLaMA3.1-8B, Fine-tuned=true2026.04 | 0 | 0 | 0 |