Molecular Property Prediction on DrugOOD core ec50 (test)
84.51AUPRC (R<0.2)AdvStyle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdvStyle2024.06 | 84.51 | 58.4 | 64.14 | |
| D-BAT2024.06 | 84.35 | 54.87 | 64.82 | |
| DivDisSemi-supervised=true2024.06 | 80.18 | 75.09 | 61.15 | |
| NCDG2024.06 | 80.09 | 74.99 | 61.44 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 75.5 | 73.13 | 56.32 | |
| Mixup2024.06 | 73.04 | 60.84 | 57.75 | |
| ERM2024.06 | 72.88 | 70.95 | 52.32 | |
| SAM2024.06 | 71.92 | 70.92 | 52.5 | |
| EoA2024.06 | 71.84 | 36.5 | 55.83 | |
| UDIM2024.06 | 71.37 | 71.2 | 53.43 | |
| FixMatchSemi-supervised=true2024.06 | 70.49 | 70.57 | 62.05 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 69.93 | 72.13 | 56.39 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 69.04 | 71.41 | 66.14 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 68.48 | 71.8 | 64.89 |