Default

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Data Utility	Default (test)	AUC0.77	14
Tabular Data Generation	Default (test)	MLE0.525	11
Tabular Data Generation	Default	DCR52.21	10
Tabular Data Generation	Default	Beta Recall51.54	10
Tabular Data Generation	Default	alpha-PRECISION99.5	10
Tabular Data Privacy Evaluation	Default	DCR-0050.0001	10
Tabular Data Generation	Default	NMIS99.67	10
Tabular Data Synthesis	Default	WNMIS0.9894	10
Tabular Data Generation	Default	C2ST (LR)99.99	10
Tabular Data Generation	Default	DCR-00212.5178	10
Classification	Default 60% MAR	Accuracy (%)81.04	8
Classification	Default 40% MAR	Accuracy81.02	8
Classification	Default 20% MAR	Accuracy (%)81.02	8
Counterfactual Explanation	Default Protocol B, B=64	Validity100	4
Counterfactual Dataset Generation	Default (test)	CFDs Found18	3
Classification	DEFAULT	Accuracy81.82	2

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