In-Hospital Mortality on MIMIC-III 72-hour observation horizon

0.77AUROCOC-Distill

Evaluation results

Method
OC-Distill2026.04	0.77	0.372
OC-Distill2026.04	0.751	0.35
Cross-Modal Contrastive2026.04	0.737	0.32
Synthetic Notes Augmentation2026.04	0.737	0.326
CKLE2026.04	0.733	0.32
Transformer2026.04	0.725	0.293
Cross-Modal Contrastive2026.04	0.725	0.312
Synthetic Notes Augmentation2026.04	0.72	0.281
Transformer2026.04	0.719	0.285
CKLE2026.04	0.714	0.279