Molecular Property Prediction on DrugOOD refined ec50 (val)
98.45AUPRC (R<0.2)EXPLOR (XGB)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 98.45 | 91.59 | 75.47 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 98 | 91.21 | 73.7 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 97.78 | 90.56 | 70.64 | |
| D-BAT2024.06 | 96.97 | 84.7 | 75.26 | |
| UDIM2024.06 | 96.97 | 89.95 | 67.5 | |
| SAM2024.06 | 96.79 | 89.86 | 67.33 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 96.67 | 91.19 | 69.4 | |
| ERM2024.06 | 96.15 | 89.84 | 67.73 | |
| DivDisSemi-supervised=true2024.06 | 96.02 | 89.62 | 65.41 | |
| AdvStyle2024.06 | 95.13 | 83.01 | 75.97 | |
| FixMatchSemi-supervised=true2024.06 | 94.48 | 87.14 | 70.32 | |
| NCDG2024.06 | 93.92 | 89.27 | 73.66 | |
| Mixup2024.06 | 85.39 | 80.36 | 68.2 | |
| EoA2024.06 | 85.03 | 69.66 | 64.91 |