Molecular Property Prediction on DrugOOD refined ec50 (test)
89.76AUPRC @ R<0.2EXPLOR (XGB)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 89.76 | 83.06 | 55.4 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 89.48 | 82.61 | 56.48 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 88.97 | 82.95 | 59.9 | |
| D-BAT2024.06 | 88.78 | 70.08 | 58.21 | |
| ERM2024.06 | 88.67 | 82.26 | 59.15 | |
| AdvStyle2024.06 | 88.21 | 69.48 | 58.86 | |
| UDIM2024.06 | 88.16 | 82.19 | 59.3 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 88.11 | 82.72 | 60.04 | |
| SAM2024.06 | 87.5 | 81.93 | 58.97 | |
| DivDisSemi-supervised=true2024.06 | 86.51 | 80.92 | 58.53 | |
| FixMatchSemi-supervised=true2024.06 | 86.38 | 81.51 | 52.69 | |
| NCDG2024.06 | 84.46 | 80.54 | 57.7 | |
| Mixup2024.06 | 79.78 | 72.88 | 56.33 | |
| EoA2024.06 | 78.79 | 57.71 | 52.71 |