Smart Contract Attack Detection on Phalcon Attack Dataset Zero-shot 14
76.56Coverage (Zero-shot 14)GenDetect
Evaluation Results
| Method | Links | |
|---|---|---|
| GenDetectAblation Setting=Full, Zero-shot=true2026.04 | 76.56 | |
| FortaZero-shot=true2026.04 | 65.63 | |
| GenDetect (w/o TTA)Ablation Setting=without token type-aware module, Zero-shot=true2026.04 | 60.94 | |
| GenDetect (w/o LX)Ablation Setting=without logic extraction, Zero-shot=true2026.04 | 56.25 | |
| DeFiRangerZero-shot=true2026.04 | 43.75 | |
| TxSpectorZero-shot=true2026.04 | 31.25 | |
| GenDetect (w/o SX)Ablation Setting=without semantic extraction, Zero-shot=true2026.04 | 28.13 | |
| POMABusterZero-shot=true2026.04 | 28.13 |