Length of Stay on MIMIC-III
68.2AUROCOC-Distill
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OC-DistillLabels=100%2026.04 | 68.2 | 17.5 | |
| CKLELabels=100%2026.04 | 67.8 | 16.7 | |
| TransformerLabels=100%2026.04 | 67.6 | 16.8 | |
| OC-DistillLabels=50%2026.04 | 67.6 | 16.9 | |
| Synthetic Notes AugmentationLabels=100%2026.04 | 67.5 | 16.5 | |
| TransformerLabels=50%2026.04 | 67.3 | 16.5 | |
| Cross-Modal ContrastiveLabels=100%2026.04 | 67.3 | 16.8 | |
| CKLELabels=50%2026.04 | 67.2 | 16.3 | |
| Cross-Modal ContrastiveLabels=50%2026.04 | 66.6 | 16.4 | |
| Synthetic Notes AugmentationLabels=50%2026.04 | 66.5 | 16.1 |