Concrete
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCI concrete (test)
86.3Accuracy
6
Concrete
93Coverage
5
Concrete
20.82Average Interval Width
5
Concrete (test)
91.2Marginal Coverage
5
Concrete
0.95Posterior Probability P(MCD < Ensemble) on CRPS
5
Concrete
3.842AURC
5
concrete
0.264NIW
5
concrete
0.274NCIW
5
Concrete
4.77RMSE
5
Concrete
10.49QICE
5
Concrete Focused Outliers
0.224MAE
5
Concrete Asymmetric Outliers
0.203MAE
5
Concrete Uniform Outliers
0.305MAE
5
Concrete No Outliers
0.192MAE
5
Concrete real d=3
0Empirical Rejection Probability
4
Concrete
0Empirical Rejection Probability
4
Concrete
43.2Empirical Rejection Probability
4
Concrete (test)
0.04Wall-clock Time (s)
4
Concrete (UCI)
0.53Total Experiment Time (s)
4
Concrete 60 MCAR injected (test)
0.009Time (s)
4
Concrete 40 MCAR injected (test)
0.011Time (s)
4
Concrete 20 MCAR injected (test)
0.019Time (s)
4
Concrete* with outliers
6.4Predictive MSE
4
Concrete MAR 4 possible missing covariates
28.9Avg Prediction Interval Width
4
Concrete (test)
0.045RMSE
4