Concrete
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CONCRETE
0.851Fidelity
10
Concrete tabular c=0
46.65Throughput (trials/s)
9
Concrete dataset
2.65RMSE
9
Concrete
1Normalized AUC of RMSE
9
Concrete 8, 1k
4.5RMSE
8
concrete
5.84Standardized Energy Distance
8
Concrete OOD rescaled by 0.1 non-normalized UCI (test)
17.39RMSE
8
Concrete
0Relative Percentage Error
8
Concrete
0Avg NLL Relative %
8
Concrete 50% MNAR
0.233NRMSE
8
Concrete 30% MNAR
0.146NRMSE
8
Concrete 10% MNAR
0.074NRMSE
8
concrete
26.49SMIS
7
concrete n=1030 (test)
0.73ILR
7
Concrete
95.2Coverage (C)
7
Concrete UCI rescaled 3x std normalized (test)
24.49RMSE
7
Concrete (30% MAR)
0.134NRMSE
7
Concrete 30% MCAR
0.115NRMSE
7
concrete (test)
91.12PICP
6
Concrete
1.333Average Training Time (s)
6
Concrete 1D (test)
0.44Negative Log-Likelihood
6
concrete (test)
23.7Conditional Large-Loss Rate
6
Concrete
2.83NLL
6
Concrete
0.05MACE
6
Concrete UCI (20% test)
4.864RMSE
6