Graph Classification on DrugOOD Ki-Sca (Scaffold-based OOD shift)
88.58ROC-AUCOracle
Evaluation results
| Method | Links | |
|---|---|---|
| Oracle2023.10 | 88.58 | |
| PISA2025.11 | 79.45 | |
| SuGAr2025.11 | 77.12 | |
| RIG2025.12 | 74.16 | |
| CIGA2025.11 | 73.98 | |
| GALA2025.12 | 73.81 | |
| GALA2023.10 | 73.17 | |
| GIL2025.12 | 72.81 | |
| GSAT2025.12 | 72.59 | |
| XGNN2023.10 | 72.01 | |
| CIGA2023.10 | 71.87 | |
| CIGAv22025.12 | 71.53 | |
| V-Rex2023.10 | 71.4 | |
| V-Rex2025.11 | 71.4 | |
| CAL2025.12 | 71.3 | |
| CAL2023.10 | 71.08 | |
| GIL2025.11 | 71.08 | |
| ERM2025.11 | 70.45 | |
| GSAT2023.10 | 70.16 | |
| GSAT2025.11 | 70.16 | |
| GIL2023.10 | 70.07 | |
| EIIL2023.10 | 69.63 | |
| EIIL2025.11 | 69.63 | |
| IB-IRM2023.10 | 69.55 | |
| IB-IRM2025.11 | 69.55 | |
| ERM2023.10 | 69.38 | |
| IRM2023.10 | 69.32 | |
| IRM2025.11 | 69.32 | |
| ERM2025.12 | 68.31 | |
| GREA2023.10 | 67.82 | |
| GREA2025.11 | 67.82 | |
| GREA2025.12 | 63.86 | |
| MoleOOD2023.10 | 60.35 | |
| CAL2025.11 | 60.35 | |
| DisC2023.10 | 55.35 | |
| DISC2025.11 | 55.35 |