Sepsis Early Warning on MIMIC 6-hour window IV (test)
0.901AUCOurs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours2026.04 | 0.901 | 86.5 | |
| LSTM2026.04 | 0.884 | 84.6 | |
| Transformer2026.04 | 0.883 | 84.9 | |
| MGP-AttTCN2026.04 | 0.883 | 85.9 | |
| CNN-LSTM2026.04 | 0.882 | 85.3 | |
| LR2026.04 | 0.854 | 81.6 | |
| Time-phased2026.04 | 0.854 | 82.1 | |
| SVM2026.04 | 0.803 | 74.4 | |
| KNN2026.04 | 0.799 | 73.5 | |
| Resnet2026.04 | 0.781 | 74.4 | |
| MEWS2026.04 | 0.712 | 50.6 | |
| SIRS2026.04 | 0.582 | 46.2 | |
| qSOFA2026.04 | 0.551 | 43.7 |