Molecular Property Prediction on cyp_2D6 ChEMBL
96.88AUPRC @ R<0.2EXPLOR (XGB)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 96.88 | 73.59 | 70.54 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 95.51 | 72.93 | 70.33 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 95.33 | 72.73 | 70.11 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 92.56 | 73.26 | 70.8 | |
| D-BAT2024.06 | 91.4 | 47.42 | 67.54 | |
| ERM2024.06 | 87.93 | 67.97 | 65.26 | |
| Mixup2024.06 | 87.09 | 27.79 | 67.53 | |
| SAM2024.06 | 85.02 | 67.37 | 64.45 | |
| AdvStyle2024.06 | 84.83 | 44.41 | 65.51 | |
| UDIM2024.06 | 84.8 | 66.86 | 64.09 | |
| FixMatchSemi-supervised=true2024.06 | 83.58 | 32.65 | 80.85 | |
| DivDisSemi-supervised=true2024.06 | 79.98 | 65.76 | 64.5 | |
| NCDG2024.06 | 79.31 | 65.31 | 63.6 | |
| EoA2024.06 | 61.77 | 37.37 | 60.5 |