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ResearchFormerly WizWand

Tabular Data Synthesis Fidelity on texture

0.55KS Statistic (Mean)TabDDPM
0.53320.64660.760.8734Sep 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TabDDPMN_real=502024.090.55
TabDDPMNreal=502024.090.57
TabDDPMN_real=1002024.090.6
GOGGLEN_real=2002024.090.6
GOGGLENreal=2002024.090.6
TabDDPMN_real=5002024.090.61
TabDDPMNreal=1002024.090.61
TabDDPMNreal=5002024.090.61
TabDDPMN_real=2002024.090.62
TabDDPMNreal=2002024.090.62
GOGGLENreal=1002024.090.63
GOGGLEN_real=1002024.090.64
GOGGLEN_real=5002024.090.64
GOGGLENreal=5002024.090.64
GOGGLENreal=502024.090.71
GOGGLEN_real=502024.090.73
TVAEN_real=2002024.090.82
TVAENreal=2002024.090.83
TVAEN_real=5002024.090.84
TVAENreal=5002024.090.85
TVAEN_real=1002024.090.86
TVAENreal=502024.090.86
TVAENreal=1002024.090.86
TVAEN_real=502024.090.87
CTGANN_real=502024.090.88
CTGANNreal=502024.090.88
SMOTEN_real=502024.090.9
CTGANN_real=2002024.090.9
NFLOWNreal=502024.090.9
ARFNreal=502024.090.9
NFLOWN_real=502024.090.91
CTGANN_real=1002024.090.91
CTGANN_real=5002024.090.91
CTGANNreal=1002024.090.91
CTGANNreal=2002024.090.91
CTGANNreal=5002024.090.91
ARFN_real=502024.090.92
TabEBMN_real=502024.090.92
SMOTEN_real=1002024.090.92
NFLOWN_real=1002024.090.92
SMOTENreal=502024.090.92
NFLOWNreal=1002024.090.92
ARFNreal=1002024.090.92
ARFN_real=1002024.090.93
NFLOWN_real=2002024.090.93
NFLOWN_real=5002024.090.93
TabEBMNreal=502024.090.93
NFLOWNreal=2002024.090.93
NFLOWNreal=5002024.090.93
TabEBMN_real=1002024.090.94
SMOTEN_real=2002024.090.94
ARFN_real=2002024.090.94
TabEBMN_real=2002024.090.94
SMOTENreal=1002024.090.94
ARFNreal=2002024.090.94
SMOTEN_real=5002024.090.95
ARFN_real=5002024.090.95
TabEBMN_real=5002024.090.95
TabEBMNreal=1002024.090.95
ARFNreal=5002024.090.95
SMOTENreal=2002024.090.96
TabEBMNreal=2002024.090.96
SMOTENreal=5002024.090.97
TabEBMNreal=5002024.090.97