Regression on Yacht (UCI)
-0.16Log-LikelihoodMVE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MVEInference Family=MC-Dropout2025.05 | -0.16 | — | — | |
| VeBNNInference Family=MC-Dropout2025.05 | -0.76 | — | — | |
| FSVIArchitecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -0.888 | 0.514 | — | |
| MVEInference Family=Ensembles2025.05 | -0.92 | — | — | |
| MVEInference Family=pSGLD2025.05 | -1 | — | — | |
| Sun et al.Architecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -1.033 | 0.607 | — | |
| VeBNNInference Family=Ensembles2025.05 | -1.13 | — | — | |
| VeBNNInference Family=pSGLD2025.05 | -1.27 | — | — | |
| Evidential2025.05 | -1.63 | — | — | |
| MVEMode=Natural2025.05 | -1.69 | — | — | |
| VeBNNInference Family=BBB2025.05 | -1.8 | — | — | |
| MVELoss=βNLL, β=1.02025.05 | -2.18 | — | — | |
| MVEInference Family=BBB2025.05 | -174.45 | — | — | |
| AGF-SVGDType=Baseline2026.06 | — | 11.303 | 3.973 | |
| ETD-BAL-MomType=Score-free2026.06 | — | 1.071 | 1.554 | |
| ETD-SR-EucType=Score-free2026.06 | — | 1.16 | 1.56 | |
| ETD-SR-Euc (IS)Type=Score-guided, Importance Sampling=true2026.06 | — | 1.207 | 2.119 | |
| ETD-SR-MomType=Score-guided2026.06 | — | 1.084 | 1.975 | |
| ETD-SR-Mom (IS)Type=Score-guided, Importance Sampling=true2026.06 | — | 1.088 | 2.095 | |
| ETD-UB-MomType=Score-free2026.06 | — | 1.185 | 1.588 | |
| SGLDType=Baseline2026.06 | — | 0.929 | 1.832 | |
| SVGDType=Baseline2026.06 | — | 1.268 | 2.144 |