Regression on Synthetic Heteroskedastic Sine (OOD)
96.2Coverage (90% Epistemic)NumPyro BNN (NUTS)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NumPyro BNN (NUTS)2026.06 | 96.2 | 19.068 | |
| Ribbon2026.06 | 86.1 | 0.033 | |
| Laplace2026.06 | 74.5 | 0.012 | |
| Bootstrap2026.06 | 60.5 | 4.115 | |
| Deep Ensemble2026.06 | 37.3 | 2.128 | |
| MC Dropout2026.06 | 0 | 0.434 |