Classification on TableShift Sepsis OOD v1 (test)
82.85AUPRC @ R<0.1XGB PL Ens
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 82.85 | 78.62 | 75.84 | 64.01 | 62.53 | |
| D-BAT2024.06 | 81.99 | 75.37 | 70.92 | 58.17 | 57.95 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 80.74 | 76.95 | 74.02 | 62.21 | 61.42 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 77.25 | 73.89 | 70.92 | 50.97 | 59.01 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 75.32 | 72.74 | 70.33 | 59.97 | 59.23 | |
| NCDG2024.06 | 72.4 | 70.22 | 69.48 | 61.96 | 63.41 | |
| Mixup2024.06 | 68.21 | 66.09 | 64.41 | 56.8 | 56.82 | |
| SAM2024.06 | 66.42 | 65.34 | 64.28 | 57.9 | 58.71 | |
| UDIM2024.06 | 65.62 | 65.09 | 64.24 | 57.97 | 58.87 | |
| AdvStyle2024.06 | 60.79 | 59.83 | 59.02 | 54.34 | 55.31 | |
| DivDissemi-supervised=true2024.06 | 59.5 | 60.66 | 61.55 | 58.85 | 62.33 | |
| EoA2024.06 | 43.76 | 41.1 | 40.09 | 11.21 | 49.14 | |
| FixMatchsemi-supervised=true2024.06 | 17.84 | 17.28 | 18.45 | 18.24 | 49.5 | |
| ERM2024.06 | 17.35 | 15.31 | 14.41 | 11.12 | 62.79 |