Regression on Synthetic Heteroskedastic Sine (ID)
90.290% Epistemic CoverageRibbon
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ribbon2026.06 | 90.2 | 0.033 | |
| MC Dropout2026.06 | 87.5 | 0.434 | |
| NumPyro BNN (NUTS)2026.06 | 82.3 | 19.068 | |
| Laplace2026.06 | 75.3 | 0.012 | |
| Bootstrap2026.06 | 74.1 | 4.115 | |
| Deep Ensemble2026.06 | 17.7 | 2.128 |