Molecular Property Prediction on DrugOOD core ic50 (test)
94.52AUPRC (R<0.2)EXPLOR (D-BAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 94.52 | 84.11 | 64.67 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 94.42 | 84.77 | 60.63 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 94.2 | 84.13 | 59.77 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 94.05 | 84.11 | 64.66 | |
| FixMatchSemi-supervised=true2024.06 | 92.89 | 82.78 | 58.37 | |
| D-BAT2024.06 | 91.79 | 73.45 | 60.32 | |
| ERM2024.06 | 91.44 | 82.59 | 62.68 | |
| UDIM2024.06 | 90.13 | 81.29 | 60.29 | |
| DivDisSemi-supervised=true2024.06 | 89.72 | 81.48 | 57.04 | |
| SAM2024.06 | 89.4 | 81.03 | 60.07 | |
| AdvStyle2024.06 | 89.05 | 72.11 | 59.62 | |
| NCDG2024.06 | 87.82 | 81.19 | 57.18 | |
| Mixup2024.06 | 78.07 | 74.99 | 56.5 | |
| EoA2024.06 | 77.03 | 56.52 | 54.63 |