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Tabular Data Synthesis Fidelity on texture

0.55KS Statistic (Mean)

TabDDPM

Updated 1mo ago

Evaluation Results

Method	Links
TabDDPM 2024.09		0.55
TabDDPM 2024.09		0.57
TabDDPM 2024.09		0.6
GOGGLE 2024.09		0.6
GOGGLE 2024.09		0.6
TabDDPM 2024.09		0.61
TabDDPM 2024.09		0.61
TabDDPM 2024.09		0.61
TabDDPM 2024.09		0.62
TabDDPM 2024.09		0.62
GOGGLE 2024.09		0.63
GOGGLE 2024.09		0.64
GOGGLE 2024.09		0.64
GOGGLE 2024.09		0.64
GOGGLE 2024.09		0.71
GOGGLE 2024.09		0.73
TVAE 2024.09		0.82
TVAE 2024.09		0.83
TVAE 2024.09		0.84
TVAE 2024.09		0.85
TVAE 2024.09		0.86
TVAE 2024.09		0.86
TVAE 2024.09		0.86
TVAE 2024.09		0.87
CTGAN 2024.09		0.88
CTGAN 2024.09		0.88
SMOTE 2024.09		0.9
CTGAN 2024.09		0.9
NFLOW 2024.09		0.9
ARF 2024.09		0.9
NFLOW 2024.09		0.91
CTGAN 2024.09		0.91
CTGAN 2024.09		0.91
CTGAN 2024.09		0.91
CTGAN 2024.09		0.91
CTGAN 2024.09		0.91
ARF 2024.09		0.92
TabEBM 2024.09		0.92
SMOTE 2024.09		0.92
NFLOW 2024.09		0.92
SMOTE 2024.09		0.92
NFLOW 2024.09		0.92
ARF 2024.09		0.92
ARF 2024.09		0.93
NFLOW 2024.09		0.93
NFLOW 2024.09		0.93
TabEBM 2024.09		0.93
NFLOW 2024.09		0.93
NFLOW 2024.09		0.93
TabEBM 2024.09		0.94
SMOTE 2024.09		0.94
ARF 2024.09		0.94
TabEBM 2024.09		0.94
SMOTE 2024.09		0.94
ARF 2024.09		0.94
SMOTE 2024.09		0.95
ARF 2024.09		0.95
TabEBM 2024.09		0.95
TabEBM 2024.09		0.95
ARF 2024.09		0.95
SMOTE 2024.09		0.96
TabEBM 2024.09		0.96
SMOTE 2024.09		0.97
TabEBM 2024.09		0.97