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ResearchFormerly WizWand

Tabular Data Synthesis Fidelity on fourier

0.58KS FidelityTabDDPM
0.56440.66970.7750.8803Sep 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TabDDPMNreal=202024.090.58
GOGGLEN_real=2002024.090.6
GOGGLEN_real=1002024.090.61
GOGGLENreal=2002024.090.61
TabDDPMN_real=1002024.090.62
TabDDPMN_real=2002024.090.62
TabDDPMN_real=5002024.090.62
GOGGLENreal=1002024.090.62
TabDDPMNreal=2002024.090.62
TabDDPMNreal=5002024.090.62
GOGGLEN_real=5002024.090.63
TabDDPMNreal=1002024.090.63
GOGGLENreal=5002024.090.63
TabDDPMN_real=502024.090.64
TabDDPMNreal=502024.090.64
TVAEN_real=202024.090.67
CTGANN_real=202024.090.69
TVAENreal=202024.090.71
NFLOWN_real=202024.090.73
GOGGLEN_real=502024.090.73
CTGANNreal=202024.090.73
GOGGLENreal=502024.090.73
TabDDPMN_real=202024.090.75
ARFN_real=202024.090.75
GOGGLEN_real=202024.090.75
TabPFGenN_real=202024.090.76
NFLOWNreal=202024.090.79
TVAEN_real=5002024.090.8
TabEBMN_real=202024.090.81
TVAENreal=5002024.090.81
TVAEN_real=2002024.090.82
TVAENreal=2002024.090.83
TVAEN_real=1002024.090.85
ARFNreal=202024.090.85
GOGGLENreal=202024.090.85
TVAEN_real=502024.090.86
TabPFGenN_real=502024.090.87
TVAENreal=502024.090.87
TVAENreal=1002024.090.87
CTGANN_real=502024.090.88
CTGANNreal=502024.090.88
SMOTEN_real=502024.090.89
NFLOWN_real=502024.090.89
TabEBMN_real=502024.090.89
CTGANN_real=1002024.090.9
TabPFGenN_real=1002024.090.9
ARFNreal=502024.090.9
ARFN_real=502024.090.91
NFLOWN_real=1002024.090.91
TabEBMN_real=1002024.090.91
CTGANN_real=2002024.090.91
NFLOWNreal=502024.090.91
SMOTEN_real=1002024.090.92
ARFN_real=1002024.090.92
CTGANN_real=5002024.090.92
TabEBMNreal=202024.090.92
SMOTENreal=502024.090.92
CTGANNreal=1002024.090.92
CTGANNreal=2002024.090.92
SMOTEN_real=2002024.090.93
NFLOWN_real=2002024.090.93
ARFN_real=2002024.090.93
TabPFGenN_real=2002024.090.93
TabEBMN_real=2002024.090.93
NFLOWN_real=5002024.090.93
TabPFGenNreal=502024.090.93
NFLOWNreal=1002024.090.93
ARFNreal=1002024.090.93
SMOTEN_real=5002024.090.94
ARFN_real=5002024.090.94
TabPFGenN_real=5002024.090.94
TabEBMN_real=5002024.090.94
TabPFGenNreal=202024.090.94
TabEBMNreal=502024.090.94
SMOTENreal=1002024.090.94
NFLOWNreal=2002024.090.94
ARFNreal=2002024.090.94
CTGANNreal=5002024.090.94
TabPFGenNreal=1002024.090.95
TabEBMNreal=1002024.090.95
SMOTENreal=2002024.090.95
NFLOWNreal=5002024.090.95
ARFNreal=5002024.090.95
TabEBMNreal=2002024.090.96
SMOTENreal=5002024.090.96
TabPFGenNreal=2002024.090.97
TabPFGenNreal=5002024.090.97
TabEBMNreal=5002024.090.97