Molecular Property Prediction on DrugOOD core ic50 (val)
99.15AUPRC (R<0.2)EXPLOR (XGB)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 99.15 | 95.38 | 71.28 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 99.14 | 94.91 | 70.17 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 99.1 | 94.87 | 78.52 | |
| ERM2024.06 | 99.04 | 94.72 | 77.41 | |
| SAM2024.06 | 98.78 | 94.16 | 75.63 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 98.74 | 94.79 | 77.83 | |
| UDIM2024.06 | 98.61 | 94.05 | 75.38 | |
| D-BAT2024.06 | 98.13 | 90.84 | 72.09 | |
| NCDG2024.06 | 97.83 | 94.17 | 67.2 | |
| DivDisSemi-supervised=true2024.06 | 97.8 | 93.34 | 66.68 | |
| FixMatchSemi-supervised=true2024.06 | 97.62 | 92.38 | 66.37 | |
| AdvStyle2024.06 | 97.04 | 88.54 | 70.78 | |
| Mixup2024.06 | 88.99 | 86.88 | 60.39 | |
| EoA2024.06 | 88.56 | 79.12 | 59.27 |