Smart contract vulnerability detection on DAppScan
72.82F1 Score (%)ORACAL-all
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ORACAL-allScenario=Original2026.03 | 72.82 | — | |
| ORACAL-allScenario=SubAttack2026.03 | 71.71 | 1.96 | |
| ORACAL-allScenario=HSAttack2026.03 | 70.64 | 2.88 | |
| ORACAL-allScenario=Both2026.03 | 68.61 | 5.31 | |
| ORACAL-enrichScenario=Original2026.03 | 68.1 | — | |
| GNN-SCScenario=Original2026.03 | 66.47 | — | |
| ORACAL-enrichScenario=SubAttack2026.03 | 64.61 | 5.03 | |
| ORACAL-baseScenario=Original2026.03 | 63.65 | — | |
| MANDO-HGTScenario=Original2026.03 | 62 | — | |
| ORACAL-baseScenario=HSAttack2026.03 | 60.47 | 4.63 | |
| MTVHunterScenario=Original2026.03 | 58.94 | — | |
| GNN-SCScenario=HSAttack2026.03 | 57.9 | 10.31 | |
| MANDO-HGTScenario=HSAttack2026.03 | 54.47 | 10.11 | |
| MTVHunterScenario=HSAttack2026.03 | 51.92 | 9.73 | |
| SCVHunterScenario=Original2026.03 | 28.44 | — | |
| SCVHunterScenario=HSAttack2026.03 | 17.29 | 12.02 |