Smart Contract Vulnerability Detection on 1,880 runtime bytecode samples
96.88AccuracyAtomGraph
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AtomGraph2025.12 | 96.88 | 98.27 | 96 | 96.97 | 0.05 | |
| Securify2025.12 | 53.27 | 14.32 | 97.2 | 24.96 | 0.49 | |
| Vandal2025.12 | 51.65 | 44.95 | 58.3 | 50.76 | 40 | |
| Mythril2025.12 | 51.26 | 19.92 | 72.28 | 31.24 | 9.55 | |
| Ethor2025.12 | 49.82 | 31.33 | 56.76 | 40.38 | 28.28 | |
| Conkas2025.12 | 48.97 | 33.8 | 61.9 | 43.73 | 29.5 | |
| Oyente2025.12 | 47.36 | 4.4 | 100 | 8.43 | 0 | |
| Pakala2025.12 | 46.75 | 1.12 | 75 | 2.21 | 0.43 | |
| Ethainter2025.12 | 44.13 | 0.1 | 12.5 | 0.19 | 0.84 | |
| Honeybadger2025.12 | 37.16 | 24.04 | 92.8 | 38.19 | 7.82 | |
| Osiris2025.12 | 34.49 | 18.45 | 96.67 | 30.99 | 2.5 |