Classification on MIMIC (test)
86.1AUROCUncertainty-Aware Foundation Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Uncertainty-Aware Foundation ModelVariant=distributional2026.04 | 86.1 | 53.6 | |
| Uncertainty-Aware Foundation ModelVariant=deterministic2026.04 | 84.6 | 51.7 | |
| Autoregressive modelObjective=Sequence modeling2026.04 | 83.5 | 50.3 | |
| Contrastive learningObjective=Instance-level alignment2026.04 | 82.8 | 49.1 | |
| MAE-style pretrainingObjective=Masked autoencoding2026.04 | 81.2 | 47.6 |