Clinical Outcome Prediction on PhysioNet 2012
0.8702AUROCSTraTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STraTS2026.05 | 0.8702 | 0.5543 | 54.89 | |
| DuETT2026.05 | 0.8672 | 0.542 | 54.55 | |
| KEDGN2026.05 | 0.8661 | 0.5374 | 53.72 | |
| GRU-D2026.05 | 0.8595 | 0.5383 | 54.02 | |
| TreeText-CTS2026.05 | 0.8571 | 0.5239 | 52.64 | |
| mTAND Transformer2026.05 | 0.8397 | 0.51 | 51.3 | |
| SEFT2026.05 | 0.8278 | 0.4646 | 47.33 | |
| WRDPInterface=Adapted2026.05 | 0.8236 | 0.4636 | 48.84 | |
| LOCF Transformer2026.05 | 0.8197 | 0.4327 | 46.88 | |
| LOCF LSTM2026.05 | 0.8192 | 0.4548 | 47.51 | |
| TimeCPInterface=Adapted2026.05 | 0.7999 | 0.4156 | 46.23 | |
| DecodeInterface=Adapted2026.05 | 0.7854 | 0.3598 | 41.94 | |
| DecodeInterface=Faithful2026.05 | 0.7821 | 0.4376 | 37.01 | |
| Record2VecInterface=Faithful2026.05 | 0.772 | 0.4033 | 42.88 | |
| WRDPInterface=Faithful2026.05 | 0.7715 | 0.3528 | 41.02 | |
| Record2VecInterface=Adapted2026.05 | 0.7675 | 0.3788 | 42.07 | |
| TimeCPInterface=Faithful2026.05 | 0.5663 | 0.1579 | 28.95 |