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ResearchFormerly WizWand

Tabular Data Synthesis Fidelity on steel

0.49KS Statistic (Mean)TabDDPM
0.47760.56130.6450.7287Sep 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TabDDPMNreal=2002024.090.49
TabDDPMN_real=1002024.090.5
TabDDPMN_real=2002024.090.5
TabDDPMN_real=5002024.090.5
TabDDPMNreal=1002024.090.5
TabDDPMNreal=5002024.090.5
TabDDPMN_real=502024.090.51
TabDDPMNreal=502024.090.51
TabDDPMN_real=202024.090.54
GOGGLEN_real=2002024.090.54
TabDDPMNreal=202024.090.54
GOGGLEN_real=1002024.090.55
GOGGLENreal=1002024.090.55
GOGGLENreal=5002024.090.55
GOGGLEN_real=202024.090.56
GOGGLEN_real=502024.090.56
GOGGLENreal=502024.090.56
GOGGLENreal=202024.090.57
GOGGLEN_real=5002024.090.58
GOGGLENreal=2002024.090.58
TVAEN_real=2002024.090.61
TVAENreal=2002024.090.61
TVAEN_real=202024.090.62
TVAEN_real=5002024.090.62
TVAENreal=5002024.090.62
CTGANN_real=202024.090.63
TVAEN_real=1002024.090.63
TVAENreal=202024.090.63
TVAENreal=1002024.090.63
ARFN_real=202024.090.64
TabPFGenN_real=202024.090.64
TVAEN_real=502024.090.64
ARFN_real=5002024.090.64
CTGANNreal=202024.090.64
TVAENreal=502024.090.64
SMOTEN_real=202024.090.65
NFLOWN_real=202024.090.65
CTGANN_real=502024.090.65
CTGANN_real=1002024.090.65
ARFN_real=2002024.090.65
ARFNreal=202024.090.65
CTGANNreal=502024.090.65
CTGANNreal=1002024.090.65
ARFNreal=1002024.090.65
ARFNreal=2002024.090.65
ARFNreal=5002024.090.65
NFLOWN_real=1002024.090.66
ARFN_real=1002024.090.66
CTGANN_real=2002024.090.66
CTGANN_real=5002024.090.66
NFLOWNreal=202024.090.66
CTGANNreal=2002024.090.66
CTGANNreal=5002024.090.66
NFLOWN_real=502024.090.67
SMOTENreal=202024.090.67
TabPFGenNreal=202024.090.67
NFLOWNreal=502024.090.67
ARFNreal=502024.090.67
NFLOWNreal=1002024.090.67
SMOTEN_real=502024.090.68
ARFN_real=502024.090.68
SMOTEN_real=1002024.090.68
NFLOWN_real=2002024.090.68
NFLOWN_real=5002024.090.68
NFLOWNreal=5002024.090.68
SMOTEN_real=2002024.090.69
SMOTEN_real=5002024.090.69
SMOTENreal=502024.090.69
SMOTENreal=1002024.090.69
NFLOWNreal=2002024.090.69
TabPFGenN_real=502024.090.7
TabPFGenN_real=1002024.090.7
SMOTENreal=2002024.090.7
SMOTENreal=5002024.090.7
TabPFGenN_real=2002024.090.71
TabPFGenNreal=1002024.090.71
TabPFGenNreal=2002024.090.71
TabPFGenNreal=502024.090.72
TabEBMN_real=202024.090.73
TabPFGenN_real=5002024.090.73
TabPFGenNreal=5002024.090.74
TabEBMNreal=202024.090.76
TabEBMN_real=502024.090.77
TabEBMN_real=1002024.090.78
TabEBMN_real=2002024.090.78
TabEBMN_real=5002024.090.79
TabEBMNreal=502024.090.79
TabEBMNreal=1002024.090.79
TabEBMNreal=2002024.090.79
TabEBMNreal=5002024.090.8