Uncertainty Calibration on Clinical dataset (test)
0.041ECEUncertainty-Aware Foundation Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Uncertainty-Aware Foundation Modelrepresentation=distributional2026.04 | 0.041 | 0.312 | |
| Uncertainty-Aware Foundation Modelrepresentation=deterministic2026.04 | 0.068 | 0.371 | |
| Autoregressive2026.04 | 0.073 | 0.389 | |
| Contrastive2026.04 | 0.079 | 0.403 | |
| MAE-style2026.04 | 0.084 | 0.421 |