Molecular Property Prediction on A549_cells ChEMBL
99.05AUPRC@R<0.2EXPLOR (D-BAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 99.05 | 84.8 | 79.27 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 98.87 | 84.6 | 79.53 | |
| D-BAT2024.06 | 98.26 | 67.04 | 78.16 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 98.22 | 84.1 | 79.17 | |
| AdvStyle2024.06 | 97.77 | 65.02 | 76.13 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 97.45 | 83.79 | 78.34 | |
| ERM2024.06 | 96.65 | 81.73 | 76.58 | |
| UDIM2024.06 | 95.87 | 79.98 | 74.64 | |
| SAM2024.06 | 95.7 | 79.88 | 74.67 | |
| Mixup2024.06 | 95.04 | 50.52 | 76.57 | |
| FixMatchSemi-supervised=true2024.06 | 90.81 | 51.31 | 61.16 | |
| NCDG2024.06 | 90.33 | 79.5 | 76.45 | |
| DivDisSemi-supervised=true2024.06 | 89.45 | 76.45 | 72.2 | |
| EoA2024.06 | 61.31 | 44.95 | 68.33 |