Sepsis Forecasting on PhysioNet 2019
0.9174AUROCSTraTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STraTS2026.05 | 0.9174 | 0.4579 | 46.45 | |
| GRU-D2026.05 | 0.9134 | 0.4637 | 47.34 | |
| KEDGN2026.05 | 0.9084 | 0.3906 | 42.06 | |
| TreeText-CTS2026.05 | 0.9066 | 0.4757 | 49.94 | |
| SEFT2026.05 | 0.9041 | 0.3969 | 44.51 | |
| DuETT2026.05 | 0.9033 | 0.4368 | 46.48 | |
| WRDPInterface=Adapted2026.05 | 0.8853 | 0.3792 | 41.38 | |
| LOCF Transformer2026.05 | 0.8741 | 0.3296 | 37.27 | |
| LOCF LSTM2026.05 | 0.8514 | 0.2392 | 32.2 | |
| WRDPInterface=Faithful2026.05 | 0.8509 | 0.3038 | 36.15 | |
| mTAND Transformer2026.05 | 0.8381 | 0.2629 | 34.01 | |
| DecodeInterface=Adapted2026.05 | 0.8118 | 0.2448 | 28.1 | |
| TimeCPInterface=Adapted2026.05 | 0.7949 | 0.152 | 23.04 | |
| DecodeInterface=Faithful2026.05 | 0.7913 | 0.3266 | 38.39 | |
| Record2VecInterface=Adapted2026.05 | 0.7894 | 0.1636 | 23.87 | |
| Record2VecInterface=Faithful2026.05 | 0.745 | 0.1151 | 19.12 | |
| TimeCPInterface=Faithful2026.05 | 0.5266 | 0.0457 | 8.91 |