Mortality Prediction on MIMIC-IV v2.2 (target)
8.46AUPRCOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracletraining_mode=trained on target data2025.06 | 8.46 | 68.92 | |
| UDONCAREtraining_mode=trained on source data2025.06 | 6.81 | 66.73 | |
| ManyDGtraining_mode=trained on source data2025.06 | 6.06 | 64.66 | |
| CondAdvtraining_mode=trained on source data2025.06 | 5.65 | 64.27 | |
| PCLtraining_mode=trained on source data2025.06 | 5.35 | 64.7 | |
| MLDGtraining_mode=trained on source data2025.06 | 4.75 | 62.75 | |
| SLDGtraining_mode=trained on source data2025.06 | 4.58 | 63.24 | |
| DANNtraining_mode=trained on source data2025.06 | 4.41 | 63.82 | |
| IRMtraining_mode=trained on source data2025.06 | 4.14 | 62.36 | |
| Basetraining_mode=trained on source data2025.06 | 3.97 | 59.13 |