Synthetic Data Evaluation (Column Pair Trends) on CC
97.2Column Pair Trends ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, DP Status=Non-DP2026.02 | 97.2 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 86.3 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 86.1 | |
| TVAEGenerator=TVAE, DP Status=Non-DP2026.02 | 84.4 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 83.6 | |
| Gauss.Generator=Gauss., DP Status=Non-DP2026.02 | 82.3 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 81.8 | |
| CTGANGenerator=CTGAN, DP Status=Non-DP2026.02 | 80.1 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 78.3 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 54.1 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 51.7 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 51.3 |