Tabular Synthetic Data Generation on BC
0.987Column Shape ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.987 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.924 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.88 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.795 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.79 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.786 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.781 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.719 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.713 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.7 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.681 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.672 |