Concrete

Benchmarks

Task Name	Dataset Name	SOTA Result
Linear Regression	Concrete 40% MNAR	Time (s)0.0217	32
Linear Regression	Concrete 20% MNAR	Time (s)0.0172	32
Regression	Concrete UCI (test)	RMSE4.72	27
Regression	Concrete	R^20.886	25
Regression	Concrete	MSE0.2749	18
Linear Regression	Concrete 60	Time (s)0.0246	16
Linear Regression	Concrete 60% MNAR	Time (s)0.0246	16
Regression	Concrete UCI (test pool)	MACE0.038	14
Data Imputation	Concrete	MAE0.1036	14
Regression	concrete	NCIW0.405	12
Regression	concrete	Interval Score Loss26.754	11
Regression	concrete	Quantile Loss0.334	11
Regression	Concrete TabArena v0.1 (test)	RMSE4	10
Feature Selection	CONCRETE	Fidelity0.851	10
Regression	Concrete dataset	RMSE2.65	9
Regression	Concrete	Normalized AUC of RMSE1	9
Sample generation	concrete	Standardized Energy Distance5.84	8
Regression	Concrete OOD rescaled by 0.1 non-normalized UCI (test)	RMSE17.39	8
Regression	Concrete	Relative Percentage Error0	8
Regression	Concrete	Avg NLL Relative %0	8
Imputation	Concrete 50% MNAR	NRMSE0.233	8
Imputation	Concrete 30% MNAR	NRMSE0.146	8
Imputation	Concrete 10% MNAR	NRMSE0.074	8
Regression	concrete	SMIS26.49	7
Regression	concrete n=1030 (test)	ILR0.73	7

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