| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Length of Stay (test) | SMART | Macro ROC AUC70.29 | 10 | 4d ago | |
| MIMIC III Admission Notes v1.4 (test) | CORe All | macro-averaged AUROC72.53 | 10 | 4d ago | |
| eICU | TPC | MAD1.78 | 7 | 3d ago | |
| MIMIC-IV | TPC | MAD2.39 | 6 | 3d ago | |
| MIMIC-III | Proposed (Graph Transformer) | AUC76.17 | 2 | 4d ago | |
| MIMIC-IV (fine-tuning) | - | - | 0 | 4d ago | |
| MIMIC-IV (test) | - | MAD- | 0 | 4d ago | |
| eICU (test) | - | MAD- | 0 | 4d ago |
