| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC-III | Graph-Walker | Macro ROC AUC69.51 | 28 | 9d ago | |
| MIMIC-IV | MedM2T | MAD2.33 | 26 | 23d ago | |
| eICU-CRD (test) | RMSE3.996 | 15 | 1mo ago | ||
| Length of Stay (test) | SMART | Macro ROC AUC70.29 | 10 | 1mo ago | |
| MIMIC III Admission Notes v1.4 (test) | CORe All | macro-averaged AUROC72.53 | 10 | 1mo ago | |
| MIMIC to PPICU (Transfer Learning) | Record2Vec | MAE0.49 | 7 | 23d ago | |
| HiRID to PPICU Transfer Learning | Record2Vec | MAE0.69 | 7 | 23d ago | |
| eICU | TPC | MAD1.78 | 7 | 1mo ago | |
| MIMIC-IV (fine-tuning) | - | - | 0 | 1mo ago | |
| MIMIC-IV (test) | - | MAD- | 0 | 1mo ago | |
| eICU (test) | - | MAD- | 0 | 1mo ago |
