Molecular Property Prediction on Ames Therapeutics Data Commons
99.87AUPRC (R<0.2)EXPLOR (D-BAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 99.87 | 89.38 | 85.18 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 99.47 | 89.08 | 84.37 | |
| AdvStyle2024.06 | 99.05 | 74.98 | 85.56 | |
| D-BAT2024.06 | 99.04 | 70.44 | 83.82 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 98.45 | 88.5 | 83.78 | |
| ERM2024.06 | 98.04 | 86.01 | 82.02 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 97.84 | 87.43 | 81.87 | |
| SAM2024.06 | 96.66 | 82.5 | 78.51 | |
| UDIM2024.06 | 96.53 | 82.97 | 78.63 | |
| DivDisSemi-supervised=true2024.06 | 95.8 | 82.37 | 77.05 | |
| FixMatchSemi-supervised=true2024.06 | 93.55 | 72.54 | 70.32 | |
| Mixup2024.06 | 91.02 | 60.94 | 78.43 | |
| NCDG2024.06 | 87.86 | 76.48 | 73.39 | |
| EoA2024.06 | 78.74 | 59.43 | 74.77 |