Tabular Synthetic Data Generation on CR
0.965Column Shapes ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffPrivacy Setting=Non-DP2026.02 | 0.965 | |
| GaussPrivacy Setting=Non-DP2026.02 | 0.928 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.925 | |
| CTGANPrivacy Setting=Non-DP2026.02 | 0.923 | |
| TVAEPrivacy Setting=Non-DP2026.02 | 0.755 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.734 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.712 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=102026.02 | 0.693 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=∞2026.02 | 0.678 | |
| DP-TVAEPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.665 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=52026.02 | 0.601 | |
| DP-CTGANPrivacy Setting=DP, Epsilon (ε)=12026.02 | 0.514 |