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Benchmarks
Bayesian Neural Networks on UCI Concrete (test)
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0.43
RMSE
PVI
0.22388
1.61519
3.0065
4.39781
Oct 25, 2023
Dec 5, 2023
Jan 16, 2024
Feb 26, 2024
Apr 8, 2024
May 19, 2024
Jun 30, 2024
RMSE
NLL
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
NLL
PVI
2024.06
0.43
-
UVI
2024.06
0.5
-
SVI
2024.06
0.5
-
SM
2024.06
0.92
-
Ada-GWG
Mini-batch size=400, P...
2023.10
3.871
2.826
L2-GF
Mini-batch size=400, P...
2023.10
4.343
3.053
SVGD
Mini-batch size=400, P...
2023.10
4.436
3.035
SGLD
Mini-batch size=400, P...
2023.10
5.583
3.184
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