Aggregated Vulnerability Detection on Smart Contract Vulnerability Dataset
97.56Average RecallCGBC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CGBC2026.03 | 97.56 | 95.99 | 96.75 | |
| Clear2026.03 | 95.44 | 93.64 | 94.52 | |
| TMF-Net2026.03 | 87 | 85.58 | 86.23 | |
| DMT2026.03 | 85.13 | 87.28 | 86.14 | |
| SMS2026.03 | 80.75 | 81.86 | 81.29 | |
| AME2026.03 | 76.04 | 77.1 | 76.56 | |
| TMP2026.03 | 73.92 | 74.3 | 74.1 | |
| GCN2026.03 | 73.49 | 72.8 | 73.14 | |
| LineVul2026.03 | 71.56 | 82.92 | 76.57 | |
| Slither2026.03 | 64.31 | 71.28 | 67.35 | |
| Mythril2026.03 | 62.46 | 57.55 | 58.28 | |
| Smartcheck2026.03 | 50.63 | 46.39 | 44.71 | |
| sFuzz2026.03 | 29.73 | 30.88 | 29.94 |