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UCI CONCRETE

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionUCI CONCRETE (test)
Neg Log Likelihood-3.35
37
RegressionUCI Concrete OOD rescaled factor 2, non-normalized
RMSE17.17
8
RegressionUCI Concrete OOD 3x std deviation rescale non-normalized (train)
RMSE16.37
8
Bayesian Neural NetworksUCI Concrete (test)
RMSE0.43
8
RegressionUCI Concrete normalized rescaled 0.1
RMSE16.45
7
RegressionUCI Concrete rescaled by factor 2 normalized (test)
RMSE20.72
7
RegressionUCI Concrete normalized in-distribution
RMSE5.02
7
RegressionUCI Concrete
MPIW0.737
6
Mixture Proportion EstimationUCI concrete (test)
Absolute Estimation Error0.071
6
RegressionUCI Concrete
NLL0.93
5
RegressionUCI Concrete (20 folds)
Distortion5.13
3
RegressionUCI Concrete
ELBO-0.49
2
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