Classification on TableShift Hospital Readmission OOD v1 (test)
90.52AUPRC@R<0.1ERM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ERM2024.06 | 90.52 | 84.35 | 80.54 | 67.56 | 67.06 | |
| DivDissemi-supervised=true2024.06 | 88.99 | 83.22 | 79.82 | 65.95 | 65.28 | |
| Mixup2024.06 | 85.71 | 69.19 | 47.18 | 14.15 | 63.37 | |
| D-BAT2024.06 | 83.73 | 78.84 | 75.26 | 63.29 | 63.22 | |
| EXPLOR (D-BAT)Pseudo-labeler=D-BAT2024.06 | 81.84 | 77.2 | 72.69 | 63.3 | 63.51 | |
| SAM2024.06 | 80.13 | 74.13 | 71.03 | 61.12 | 61.14 | |
| UDIM2024.06 | 79.59 | 73.65 | 70.66 | 60.95 | 61.05 | |
| AdvStyle2024.06 | 77.29 | 72.91 | 70.27 | 38.13 | 61.32 | |
| D-BAT PL EnsPseudo-labeler=D-BAT2024.06 | 76.47 | 73.52 | 71.78 | 62.34 | 63.16 | |
| FixMatchsemi-supervised=true2024.06 | 73.97 | 67.84 | 64.47 | 56.54 | 55.78 | |
| NCDG2024.06 | 70.42 | 68.88 | 67.52 | 58.95 | 58.67 | |
| EXPLOR (XGB)Pseudo-labeler=XGBoost2024.06 | 66.65 | 67.57 | 67.36 | 63.62 | 63.65 | |
| EoA2024.06 | 52.03 | 51.83 | 51.34 | 29.45 | 51.65 | |
| XGB PL EnsPseudo-labeler=XGBoost2024.06 | 51.31 | 58.3 | 60.86 | 62.83 | 63.18 |