Synthetic Tabular Data Generation on ACS California Coverage Folktables 2018
0.74KSCompAlgorithm 1
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Algorithm 1Privacy Budget (epsilon)=5.12024.10 | 0.74 | 0.87 | 0.63 | 0.91 | 0.41 | |
| SliceWassPrivacy Budget (epsilon)=5.12024.10 | 0.72 | 0.85 | 0.6 | 0.91 | 0.41 | |
| DP-SGDPrivacy Budget (epsilon)=5.12024.10 | 0.44 | 0.63 | 0.35 | 0.73 | 0.24 | |
| MERFPrivacy Budget (epsilon)=5.12024.10 | 0.36 | 0.52 | 0.18 | 0.69 | 0.29 | |
| PATEPrivacy Budget (epsilon)=5.12024.10 | 0.35 | 0.51 | 0.26 | 0.85 | 0.32 |