Regression on MIMIC (test)
1.61MSEUncertainty-Aware Foundation Model
Evaluation results
| Method | Links | |
|---|---|---|
| Uncertainty-Aware Foundation ModelVariant=distributional2026.04 | 1.61 | |
| Uncertainty-Aware Foundation ModelVariant=deterministic2026.04 | 1.72 | |
| Autoregressive modelObjective=Sequence modeling2026.04 | 1.79 | |
| Contrastive learningObjective=Instance-level alignment2026.04 | 1.85 | |
| MAE-style pretrainingObjective=Masked autoencoding2026.04 | 1.92 |