Regression on Energy (UCI)
-0.539Log-LikelihoodFSVI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSVIArchitecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -0.539 | 0.409 | |
| Sun et al.Architecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -0.684 | 0.412 | |
| MVEInference Family=Ensembles2025.05 | -0.85 | — | |
| VeBNNInference Family=pSGLD2025.05 | -0.85 | — | |
| VeBNNInference Family=Ensembles2025.05 | -0.9 | — | |
| MVELoss=βNLL, β=1.02025.05 | -1.09 | — | |
| MVEMode=Natural2025.05 | -1.12 | — | |
| MVEInference Family=pSGLD2025.05 | -1.2 | — | |
| VeBNNInference Family=BBB2025.05 | -1.26 | — | |
| VeBNNInference Family=MC-Dropout2025.05 | -1.33 | — | |
| Evidential2025.05 | -1.62 | — | |
| MVEInference Family=MC-Dropout2025.05 | -1.69 | — | |
| MVEInference Family=BBB2025.05 | -40.19 | — |