Synthetic Data Evaluation (Column Pair Trends) on BM
98.3Column Pair Trends ScoreTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, DP Status=Non-DP2026.02 | 98.3 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 88.9 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 85.4 | |
| Gauss.Generator=Gauss., DP Status=Non-DP2026.02 | 84.7 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 84.6 | |
| DP-CTGANGenerator=DP-CTGAN, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 84.4 | |
| CTGANGenerator=CTGAN, DP Status=Non-DP2026.02 | 81.3 | |
| TVAEGenerator=TVAE, DP Status=Non-DP2026.02 | 80.8 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=∞2026.02 | 72.3 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=12026.02 | 58.2 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=52026.02 | 54.3 | |
| DP-TVAEGenerator=DP-TVAE, DP Status=DP, Privacy Budget (epsilon)=102026.02 | 49.1 |