Molecular Property Prediction on DrugOOD core ec50 (val)
98.66AUPRC (R<0.2)EXPLOR (XGB)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 98.66 | 89.52 | 80.01 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 98.25 | 88.44 | 75.34 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 97.79 | 88.44 | 77.78 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 97.51 | 88.36 | 74.51 | |
| ERM2024.06 | 96.95 | 87.7 | 72.24 | |
| FixMatchSemi-supervised=true2024.06 | 95.02 | 80.92 | 74.38 | |
| SAM2024.06 | 95.02 | 86.66 | 71.06 | |
| AdvStyle2024.06 | 94.84 | 81.17 | 78.36 | |
| UDIM2024.06 | 94.05 | 86.35 | 71.37 | |
| DivDisSemi-supervised=true2024.06 | 93.86 | 83.85 | 73.23 | |
| D-BAT2024.06 | 93.81 | 76.64 | 80.31 | |
| NCDG2024.06 | 93.4 | 87.72 | 76.48 | |
| Mixup2024.06 | 83.97 | 73.03 | 64.24 | |
| EoA2024.06 | 81.85 | 64.16 | 62.99 |