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ResearchFormerly WizWand

Marginal Distribution Alignment on Shoppers

1.23Error Rate (%)TABSYN
0.00568.270316.53524.7997May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TABSYNreproduction=true2026.051.231
TABKDEMethod=TABKDE2026.052.441.98
COPULADIFFMethod=COPULADIFF2026.052.472.01
RANDCORETABKDEMethod=RANDCORETABKDE2026.052.542.07
TABKDEvariant=keep the seed2026.052.552.07
SMOTEreproduction=true2026.052.662.16
TabDDPMMethod=TabDDPM2026.052.722.21
SIMPLE-KDEMethod=SIMPLE-KDE2026.053.122.54
CORETABKDEMethod=CORETABKDE2026.053.232.63
TABKDEvariant=change the seed2026.054.593.73
VAETABKDEMethod=VAETABKDE2026.056.315.13
VAESIMPLEKDEMethod=VAESIMPLEKDE2026.056.785.51
STaSyMethod=STaSy2026.059.377.62
PGE-TABSYNMethod=PGE-TABSYN2026.0512.9810.55
GReaTMethod=GReaT2026.0514.5111.8
CTGANMethod=CTGAN2026.0521.1517.2
GOGGLEMethod=GOGGLE2026.0522.3318.15
TVAEMethod=TVAE2026.0524.5119.93
CoDiMethod=CoDi2026.0531.8425.89