Sepsis Early Warning on MIMIC 12-hour window IV (test)
87.2AUCOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2026.04 | 87.2 | 83.5 | |
| Transformer2026.04 | 86.6 | 83.3 | |
| MGP-AttTCN2026.04 | 86.5 | 82.1 | |
| CNN-LSTM2026.04 | 86.1 | 81.5 | |
| LSTM2026.04 | 85.6 | 81.9 | |
| Time-phased2026.04 | 82.9 | 79.9 | |
| LR2026.04 | 82.5 | 78.6 | |
| Resnet2026.04 | 76.3 | 72.4 | |
| KNN2026.04 | 74.9 | 70.8 | |
| SVM2026.04 | 74.1 | 71.1 | |
| MEWS2026.04 | 67.6 | 49.8 | |
| SIRS2026.04 | 57.9 | 46.3 | |
| qSOFA2026.04 | 55.1 | 41.6 |