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ResearchFormerly WizWand

Tabular Data Synthesis Fidelity on protein

0.41Mean KS StatisticGOGGLE
0.3880.53650.6850.8335Sep 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GOGGLEN_real=202024.090.41
GOGGLENreal=202024.090.44
GOGGLEN_real=2002024.090.58
TabDDPMN_real=5002024.090.58
GOGGLENreal=2002024.090.58
TabDDPMN_real=2002024.090.59
TabDDPMNreal=2002024.090.59
TabDDPMNreal=5002024.090.59
TabDDPMN_real=1002024.090.6
TabDDPMNreal=1002024.090.6
TabDDPMN_real=202024.090.61
TabDDPMN_real=502024.090.61
TabDDPMNreal=502024.090.62
GOGGLEN_real=5002024.090.63
TabDDPMNreal=202024.090.63
GOGGLENreal=5002024.090.63
GOGGLEN_real=1002024.090.65
GOGGLENreal=1002024.090.66
TVAEN_real=202024.090.69
CTGANN_real=202024.090.72
TVAENreal=202024.090.72
GOGGLEN_real=502024.090.73
GOGGLENreal=502024.090.73
ARFN_real=202024.090.74
NFLOWN_real=202024.090.75
CTGANNreal=202024.090.75
TabPFGenN_real=202024.090.77
ARFNreal=202024.090.8
TabEBMN_real=202024.090.81
NFLOWNreal=202024.090.81
TVAEN_real=5002024.090.82
TVAENreal=5002024.090.83
TabPFGenNreal=202024.090.84
TabPFGenN_real=502024.090.86
TVAEN_real=2002024.090.86
TVAEN_real=502024.090.87
CTGANN_real=502024.090.87
TVAEN_real=1002024.090.87
TabEBMNreal=202024.090.87
TVAENreal=502024.090.87
CTGANNreal=502024.090.87
TVAENreal=2002024.090.87
SMOTEN_real=502024.090.88
NFLOWN_real=502024.090.88
TVAENreal=1002024.090.88
ARFN_real=502024.090.89
TabEBMN_real=502024.090.89
CTGANN_real=1002024.090.89
TabPFGenN_real=1002024.090.89
NFLOWNreal=502024.090.89
ARFNreal=502024.090.89
SMOTEN_real=1002024.090.9
NFLOWN_real=1002024.090.9
CTGANN_real=2002024.090.9
CTGANN_real=5002024.090.9
SMOTENreal=502024.090.9
ARFN_real=1002024.090.91
TabEBMN_real=1002024.090.91
NFLOWN_real=2002024.090.91
TabPFGenN_real=2002024.090.91
NFLOWN_real=5002024.090.91
TabPFGenNreal=502024.090.91
CTGANNreal=1002024.090.91
NFLOWNreal=1002024.090.91
ARFNreal=1002024.090.91
SMOTEN_real=2002024.090.92
ARFN_real=2002024.090.92
TabEBMN_real=2002024.090.92
SMOTEN_real=5002024.090.92
ARFN_real=5002024.090.92
TabPFGenN_real=5002024.090.92
SMOTENreal=1002024.090.92
CTGANNreal=2002024.090.92
CTGANNreal=5002024.090.92
TabEBMN_real=5002024.090.93
TabEBMNreal=502024.090.93
NFLOWNreal=2002024.090.93
ARFNreal=2002024.090.93
NFLOWNreal=5002024.090.93
TabPFGenNreal=1002024.090.94
TabEBMNreal=1002024.090.94
SMOTENreal=2002024.090.94
TabPFGenNreal=2002024.090.94
ARFNreal=5002024.090.94
TabEBMNreal=2002024.090.95
SMOTENreal=5002024.090.95
TabPFGenNreal=5002024.090.95
TabEBMNreal=5002024.090.96