Diagnosis Prediction on MIMIC-IV (w-F1, R@10)
28.12w-F1Oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracletraining_mode=trained on target data2025.06 | 28.12 | 40.53 | |
| UDONCAREtraining_mode=trained on source data2025.06 | 27.31 | 39.41 | |
| CondAdvtraining_mode=trained on source data2025.06 | 26.13 | 37.35 | |
| ManyDGtraining_mode=trained on source data2025.06 | 25.91 | 37.04 | |
| MLDGtraining_mode=trained on source data2025.06 | 24.17 | 34.72 | |
| DANNtraining_mode=trained on source data2025.06 | 24.05 | 35.21 | |
| IRMtraining_mode=trained on source data2025.06 | 23.54 | 34.12 | |
| Basetraining_mode=trained on source data2025.06 | 20.07 | 31.52 |