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Benchmarks
Unconditional Generation on Average of 15 Tabular Datasets (Synthcity Suite)
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4.2
Feature Correlation
TabDDPM
2.2344
2.7447
3.255
3.7653
Mar 4, 2026
Feature Correlation
KS Test Score
Mutual Information
Theil's U
Updated 1mo ago
Evaluation Results
Method
Method
Links
Feature Correlation
KS Test Score
Mutual Information
Theil's U
TabDDPM
2026.03
4.2
0.822
0.037
0.026
NFlow
2026.03
4.01
0.902
0.103
0.069
TVAE
2026.03
3.59
0.891
0.119
0.087
CTGAN
2026.03
2.71
0.853
0.102
0.082
Bayesian Net
2026.03
2.49
0.972
0.036
0.023
JANUS
2026.03
2.42
0.942
0.076
0.05
Gaussian Copula
2026.03
2.31
0.914
0.095
0.078
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