Synthetic Tabular Data Generation on ACS California Employment Folktables 2018
0.96KSCompMERF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MERFPrivacy Budget (epsilon)=5.12024.10 | 0.96 | 0.67 | 0.34 | — | 0.67 | |
| Algorithm 1Privacy Budget (epsilon)=5.12024.10 | 0.77 | 0.83 | 0.64 | — | 0.47 | |
| SliceWassPrivacy Budget (epsilon)=5.12024.10 | 0.74 | 0.83 | 0.62 | — | 0.5 | |
| DP-SGDPrivacy Budget (epsilon)=5.12024.10 | 0.45 | 0.52 | 0.25 | — | 0.46 | |
| PATEPrivacy Budget (epsilon)=5.12024.10 | 0.39 | 0.54 | 0.3 | — | 0.38 |