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ResearchFormerly WizWand

Tabular Data Synthesis Fidelity on biodeg

0.43KS Statistic (Mean)TabDDPM
0.4180.4990.580.661Sep 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TabDDPMN_real=2002024.090.43
TabDDPMN_real=5002024.090.43
TabDDPMNreal=2002024.090.43
TabDDPMNreal=5002024.090.43
TabDDPMN_real=1002024.090.46
TabDDPMNreal=1002024.090.46
TabDDPMN_real=502024.090.48
TabDDPMNreal=502024.090.48
TVAEN_real=5002024.090.49
TVAENreal=5002024.090.5
TVAEN_real=2002024.090.51
CTGANN_real=5002024.090.51
TVAENreal=2002024.090.52
CTGANNreal=5002024.090.52
SMOTEN_real=2002024.090.53
CTGANN_real=2002024.090.53
SMOTEN_real=5002024.090.53
SMOTENreal=2002024.090.53
CTGANNreal=2002024.090.53
SMOTENreal=5002024.090.53
NFLOWN_real=5002024.090.54
TabDDPMN_real=202024.090.55
SMOTEN_real=1002024.090.55
TVAEN_real=1002024.090.55
NFLOWN_real=2002024.090.55
ARFN_real=2002024.090.55
GOGGLEN_real=2002024.090.55
ARFN_real=5002024.090.55
TVAENreal=1002024.090.55
ARFNreal=2002024.090.55
GOGGLENreal=2002024.090.55
NFLOWNreal=5002024.090.55
TabPFGenN_real=202024.090.56
SMOTEN_real=502024.090.56
GOGGLEN_real=5002024.090.56
TabDDPMNreal=202024.090.56
SMOTENreal=1002024.090.56
NFLOWNreal=2002024.090.56
ARFNreal=5002024.090.56
GOGGLENreal=5002024.090.56
TVAEN_real=502024.090.57
CTGANN_real=1002024.090.57
TabPFGenN_real=2002024.090.57
TabPFGenN_real=5002024.090.57
SMOTENreal=502024.090.57
TVAENreal=502024.090.57
CTGANNreal=1002024.090.57
TabPFGenNreal=5002024.090.57
CTGANN_real=502024.090.58
ARFN_real=502024.090.58
NFLOWN_real=1002024.090.58
ARFN_real=1002024.090.58
TabPFGenN_real=1002024.090.58
ARFNreal=1002024.090.58
TabPFGenNreal=2002024.090.58
NFLOWN_real=502024.090.59
TabPFGenN_real=502024.090.59
GOGGLEN_real=1002024.090.59
TabPFGenNreal=202024.090.59
CTGANNreal=502024.090.59
ARFNreal=502024.090.59
NFLOWNreal=1002024.090.59
GOGGLENreal=1002024.090.59
TabPFGenNreal=1002024.090.59
NFLOWNreal=502024.090.6
SMOTEN_real=202024.090.61
TVAEN_real=202024.090.61
TabPFGenNreal=502024.090.61
ARFN_real=202024.090.62
TVAENreal=202024.090.62
CTGANN_real=202024.090.63
NFLOWN_real=202024.090.63
GOGGLEN_real=502024.090.63
SMOTENreal=202024.090.63
ARFNreal=202024.090.63
GOGGLENreal=502024.090.63
GOGGLEN_real=202024.090.64
CTGANNreal=202024.090.64
NFLOWNreal=202024.090.64
GOGGLENreal=202024.090.65
TabEBMN_real=202024.090.67
TabEBMNreal=202024.090.7
TabEBMN_real=502024.090.71
TabEBMN_real=1002024.090.71
TabEBMN_real=2002024.090.72
TabEBMN_real=5002024.090.72
TabEBMNreal=2002024.090.72
TabEBMNreal=5002024.090.72
TabEBMNreal=502024.090.73
TabEBMNreal=1002024.090.73