Graph Classification on DrugOOD EC50 (Scaffold-based OOD shift)
82.66ROC AUCOracle
Evaluation results
| Method | Links | |
|---|---|---|
| Oracle2023.10 | 82.66 | |
| RIG2025.12 | 67.2 | |
| PISA2025.11 | 67.12 | |
| GALA2023.10 | 66.28 | |
| CAL2025.12 | 66.1 | |
| CIGAv22025.12 | 65.8 | |
| GSAT2025.12 | 65.56 | |
| GALA2025.12 | 65.54 | |
| CIGA2023.10 | 65.41 | |
| SuGAr2025.11 | 65.27 | |
| CAL2023.10 | 64.79 | |
| CAL2025.11 | 64.79 | |
| V-Rex2023.10 | 64.73 | |
| V-Rex2025.11 | 64.73 | |
| ERM2023.10 | 64.56 | |
| IRM2023.10 | 64.32 | |
| IRM2025.11 | 64.32 | |
| ERM2025.11 | 64.21 | |
| GREA2025.12 | 63.79 | |
| XGNN2023.10 | 63.62 | |
| GSAT2023.10 | 63.58 | |
| GSAT2025.11 | 63.58 | |
| GREA2023.10 | 63.14 | |
| GREA2025.11 | 63.14 | |
| GIL2025.12 | 62.93 | |
| EIIL2023.10 | 62.88 | |
| EIIL2025.11 | 62.88 | |
| IB-IRM2023.10 | 62.62 | |
| IB-IRM2025.11 | 62.62 | |
| MoleOOD2023.10 | 62.12 | |
| ERM2025.12 | 62.12 | |
| CIGA2025.11 | 61.76 | |
| GIL2023.10 | 61.59 | |
| GIL2025.11 | 61.59 | |
| DisC2023.10 | 54.1 | |
| DISC2025.11 | 54.1 |