Reentrancy Detection on Smart Contract Vulnerability Dataset
96.92RecallCGBC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGBC2026.03 | 96.92 | 92.65 | 94.74 | — | |
| Clear2026.03 | 96.43 | 96.81 | 96.62 | — | |
| TMF-Net2026.03 | 91.45 | 84.92 | 88.06 | — | |
| AME2025.09 | 89.69 | 86.25 | 87.94 | 90.19 | |
| SMS2025.09 | 89.53 | 86 | 88.14 | 88.94 | |
| Ours2025.09 | 88.58 | 92.22 | 90.78 | 90.72 | |
| ExDoS2025.09 | 88.58 | 92.22 | 90.86 | 90.72 | |
| TMP2025.09 | 82.63 | 74.06 | 78.11 | 84.48 | |
| DMT2026.03 | 81.06 | 83.62 | 82.32 | — | |
| GCN2025.09 | 78.79 | 70.02 | 74.15 | 77.85 | |
| AME2026.03 | 78.45 | 79.62 | 79.03 | — | |
| SMS2026.03 | 77.48 | 79.46 | 78.46 | — | |
| Mythril2026.03 | 75.51 | 42.86 | 54.68 | — | |
| TMP2026.03 | 75.3 | 76.04 | 75.67 | — | |
| Slither2025.09 | 74.28 | 68.42 | 71.23 | 77.12 | |
| Slither2026.03 | 73.5 | 74.44 | 73.97 | — | |
| GCN2026.03 | 73.18 | 74.47 | 73.82 | — | |
| Securify2026.03 | 73.06 | 68.4 | 70.41 | — | |
| LineVul2026.03 | 73.01 | 85.19 | 78.63 | — | |
| Mythril2025.09 | 71.69 | 39.58 | 51.02 | 60.54 | |
| GRU2025.09 | 71.3 | 53.1 | 60.87 | 54.54 | |
| LSTM2025.09 | 67.82 | 51.65 | 58.64 | 53.68 | |
| Osiris2026.03 | 63.88 | 40.94 | 49.9 | — | |
| Oyente2026.03 | 63.02 | 46.56 | 53.55 | — | |
| Vanilla-RNN2025.09 | 58.78 | 49.82 | 50.71 | 49.64 | |
| Securify2025.09 | 56.6 | 50.85 | 53.57 | 71.89 | |
| Oyente2025.09 | 54.71 | 38.16 | 44.96 | 61.62 | |
| Smartchecker2025.09 | 32.08 | 25 | 28.1 | 52.97 | |
| Smartcheck2026.03 | 16.34 | 45.71 | 24.07 | — | |
| sFuzz2026.03 | 14.95 | 10.88 | 12.59 | — |