Regression on UCI YACHT (test)
-1.88Negative Log LikelihoodSLANG
Evaluation Results
| Method | Links | |
|---|---|---|
| SLANG2021.02 | -1.88 | |
| MNF2021.02 | -1.86 | |
| BBB2021.02 | -1.56 | |
| VD2021.02 | -1.42 | |
| MCD2021.02 | -1.38 | |
| VMG2021.02 | -1.3 | |
| D.E2021.02 | -1.18 | |
| VSD2021.02 | -1.14 | |
| DGPdepth=52021.07 | -0.88 | |
| DGPdepth=42021.07 | -0.7 | |
| DGPdepth=32021.07 | -0.65 | |
| DWPdepth=42021.07 | -0.43 | |
| DWPdepth=52021.07 | -0.43 | |
| DGPdepth=22021.07 | -0.43 | |
| DIWPdepth=42021.07 | -0.39 | |
| DWPdepth=32021.07 | -0.16 | |
| DWPdepth=22021.07 | -0.04 | |
| Δ-UQtrials=20, train-test split=0.8-0.22022.07 | 0.66 | |
| DEnstrials=20, train-test split=0.8-0.22022.07 | 0.73 | |
| MCDtrials=20, train-test split=0.8-0.22022.07 | 1.25 | |
| DLEMethod Class=ID-GVI2023.05 | 1.64 | |
| PBPtrials=20, train-test split=0.8-0.22022.07 | 1.64 | |
| BNNtrials=20, train-test split=0.8-0.22022.07 | 2.01 | |
| DEMethod Class=ID-GVI2023.05 | 2.2 | |
| MCMCData Normalization=non-normalized2025.12 | 3.56 | |
| SVIData Normalization=non-normalized2025.12 | 3.77 | |
| HABNNData Normalization=non-normalized2025.12 | 4.27 | |
| KBNNData Normalization=non-normalized2025.12 | 4.37 | |
| TAGIData Normalization=non-normalized2025.12 | 5.84 | |
| PBPData Normalization=non-normalized2025.12 | 7.06 | |
| DRLEMethod Class=ID-GVI2023.05 | 7.8 | |
| LaplaceData Normalization=non-normalized2025.12 | 2,171 | |
| DropoutData Normalization=non-normalized2025.12 | 10,807 |