Survival Analysis on MIMIC (test)
72.9C-indexUncertainty-Aware Foundation Model
Evaluation results
| Method | Links | |
|---|---|---|
| Uncertainty-Aware Foundation ModelVariant=distributional2026.04 | 72.9 | |
| Uncertainty-Aware Foundation ModelVariant=deterministic2026.04 | 71.3 | |
| Autoregressive modelObjective=Sequence modeling2026.04 | 70.1 | |
| Contrastive learningObjective=Instance-level alignment2026.04 | 69.4 | |
| MAE-style pretrainingObjective=Masked autoencoding2026.04 | 68.1 |