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Semantic Consistency on Adult, Housing, Loan, and HELOC

2.24Violation Rate (S1)

Real

Updated 1mo ago

Evaluation Results

Method	Links
Real 2026.04		2.24	0	0.07	7.6
GReaT 2026.04		3.96	9.92	0.01	7.82
TabSyn 2026.04		6.75	0.78	0.28	7.43
TabSCM 2026.04		6.95	0	0.11	7.36
TabDiff 2026.04		8.62	0.22	1.6	7.69
Causal-TGAN 2026.04		9.95	68.8	2.23	9.22
DCM 2026.04		17.2	86.8	50.5	7.38
CTGAN 2026.04		20.9	55.1	10.83	4.79
GOGGLE 2026.04		49.7	68.6	48.9	-
TabDDPM 2026.04		99.9	0.38	0.27	28.9