Readmission Prediction on eICU
0.7879AUC-ROCMUSE+AUM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MUSE+AUMAUM-enhanced=true2026.01 | 0.7879 | 0.4826 | |
| GRAPE+AUMAUM-enhanced=true2026.01 | 0.7821 | 0.4736 | |
| MUSEAUM-enhanced=false2026.01 | 0.7709 | 0.4631 | |
| FlexMoESetting=Single Task2026.05 | 0.768 | 0.46 | |
| HighMMTSetting=Single Task2026.05 | 0.767 | 0.459 | |
| GRAPEAUM-enhanced=false2026.01 | 0.7663 | 0.4501 | |
| MTAUM-enhanced=false2026.01 | 0.7635 | 0.45 | |
| FuseMoESetting=Single Task2026.05 | 0.763 | 0.449 | |
| HGMFAUM-enhanced=false2026.01 | 0.7604 | 0.4496 | |
| M3CareAUM-enhanced=false2026.01 | 0.7598 | 0.443 | |
| FLAMESetting=Multitask (per dataset)2026.05 | 0.758 | 0.451 | |
| FLAMESetting=Multitask (all datasets)2026.05 | 0.758 | 0.451 | |
| FLAMESetting=Single Task2026.05 | 0.756 | 0.449 | |
| SMILAUM-enhanced=false2026.01 | 0.7506 | 0.4447 | |
| CM-AEAUM-enhanced=false2026.01 | 0.7462 | 0.4338 |