Tabular Synthetic Data Generation on BM
0.987Column Shapes ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.987 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.926 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.912 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.884 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.828 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.827 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.792 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.791 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.786 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.784 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.766 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.762 |