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ResearchFormerly WizWand

Marginal Distribution Alignment on Adult

0.64Error RateTABSYN
-0.18965.410211.0116.6098May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TABSYNreproduction=true2026.050.641
TABKDEvariant=keep the seed2026.051.452.27
TABKDEMethod=TABKDE2026.051.562.44
RANDCORETABKDEMethod=RANDCORETABKDE2026.051.612.52
SMOTEreproduction=true2026.051.632.55
TabDDPMMethod=TabDDPM2026.051.752.73
SIMPLE-KDEMethod=SIMPLE-KDE2026.051.923
COPULADIFFMethod=COPULADIFF2026.052.013.14
TABKDEvariant=change the seed2026.052.614.08
VAESIMPLEKDEMethod=VAESIMPLEKDE2026.053.235.05
CORETABKDEMethod=CORETABKDE2026.053.635.67
VAETABKDEMethod=VAETABKDE2026.053.85.94
PGE-TABSYNMethod=PGE-TABSYN2026.0511.2117.51
STaSyMethod=STaSy2026.0511.2917.64
GReaTMethod=GReaT2026.0512.1218.94
TVAEMethod=TVAE2026.0514.2222.22
CTGANMethod=CTGAN2026.0516.8426.31
GOGGLEMethod=GOGGLE2026.0516.9726.52
CoDiMethod=CoDi2026.0521.3833.41