Sepsis Classification on eICU 6h lead time
0.894AUCLLM-Based Spatiotemporal Feature Extraction Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM-Based Spatiotemporal Feature Extraction Model2026.04 | 0.894 | 86 | |
| MGP-AttTCN2026.04 | 0.88 | 85.1 | |
| CNN-LSTM2026.04 | 0.878 | 84.6 | |
| LSTM2026.04 | 0.876 | 84.2 | |
| Transformer2026.04 | 0.875 | 84.9 | |
| Time-phased2026.04 | 0.863 | 84.2 | |
| LR2026.04 | 0.839 | 80.6 | |
| KNN2026.04 | 0.786 | 74.9 | |
| SVM2026.04 | 0.783 | 74.5 | |
| Resnet2026.04 | 0.779 | 75.1 | |
| MEWS2026.04 | 0.703 | — | |
| qSOFA2026.04 | 0.596 | — | |
| SIRS2026.04 | 0.591 | — |