Regression on Concrete (UCI)
-2.855Log-LikelihoodFSVI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSVIArchitecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -2.855 | 4.177 | |
| VeBNNInference Family=pSGLD2025.05 | -2.87 | — | |
| VeBNNInference Family=Ensembles2025.05 | -2.88 | — | |
| VeBNNInference Family=MC-Dropout2025.05 | -2.95 | — | |
| MVEInference Family=Ensembles2025.05 | -3.01 | — | |
| MVEInference Family=MC-Dropout2025.05 | -3.02 | — | |
| MVEMode=Natural2025.05 | -3.07 | — | |
| MVEInference Family=pSGLD2025.05 | -3.07 | — | |
| Sun et al.Architecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -3.096 | 4.935 | |
| MVELoss=βNLL, β=1.02025.05 | -3.11 | — | |
| VeBNNInference Family=BBB2025.05 | -3.11 | — | |
| Evidential2025.05 | -3.22 | — | |
| MVEInference Family=BBB2025.05 | -140.59 | — |