Molecular Property Prediction on hERG ChEMBL
94.67AUPRC (R<0.2)EXPLOR (XGB)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 94.67 | 73.26 | 75.97 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 94.44 | 72.19 | 74.74 | |
| AdvStyle2024.06 | 88.21 | 51.54 | 75.84 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 87.05 | 72.73 | 76.84 | |
| DivDisSemi-supervised=true2024.06 | 85.65 | 67.7 | 71.19 | |
| ERM2024.06 | 85.56 | 68.77 | 73.58 | |
| UDIM2024.06 | 85.07 | 67.23 | 73.17 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 84.86 | 72.22 | 76.51 | |
| D-BAT2024.06 | 84.48 | 54.6 | 76.58 | |
| SAM2024.06 | 84.37 | 66.89 | 72.17 | |
| Mixup2024.06 | 82.25 | 42.42 | 73.96 | |
| FixMatchSemi-supervised=true2024.06 | 79.66 | 45.16 | 68.41 | |
| NCDG2024.06 | 78.25 | 65.03 | 70.76 | |
| EoA2024.06 | 63.8 | 43.3 | 68.02 |