| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | UCI CONCRETE (test) | Neg Log Likelihood-3.35 | 37 | |
| Regression | UCI Concrete OOD rescaled factor 2, non-normalized | RMSE17.17 | 8 | |
| Regression | UCI Concrete OOD 3x std deviation rescale non-normalized (train) | RMSE16.37 | 8 | |
| Bayesian Neural Networks | UCI Concrete (test) | RMSE0.43 | 8 | |
| Regression | UCI Concrete normalized rescaled 0.1 | RMSE16.45 | 7 | |
| Regression | UCI Concrete rescaled by factor 2 normalized (test) | RMSE20.72 | 7 | |
| Regression | UCI Concrete normalized in-distribution | RMSE5.02 | 7 | |
| Mixture Proportion Estimation | UCI concrete (test) | Absolute Estimation Error0.071 | 6 | |
| Regression | UCI Concrete (20 folds) | Distortion5.13 | 3 | |
| Regression | UCI Concrete | ELBO-0.49 | 2 |