Tabular Data Synthesis on SCM RFF Prior
0.021-WDUB
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UBepsilon=1.0, degree hyperparameter=2-52026.06 | 0.02 | 0.035 | 0.056 | 0.075 | 0.113 | 0.152 | 0.191 | |
| Tab-PEepsilon=1.0, degree hyperparameter=2-52026.06 | 0.022 | 0.039 | 0.061 | 0.081 | 0.12 | 0.16 | 0.198 | |
| PrivMRFepsilon=1.0, degree hyperparameter=2-52026.06 | 0.023 | 0.041 | 0.064 | 0.084 | 0.122 | 0.162 | 0.202 | |
| PrivSynepsilon=1.0, degree hyperparameter=2-52026.06 | 0.026 | 0.058 | 0.097 | 0.12 | 0.173 | 0.227 | 0.281 | |
| AIMepsilon=1.0, degree hyperparameter=2-52026.06 | 0.026 | 0.045 | 0.067 | 0.088 | 0.125 | 0.165 | 0.204 | |
| PrivGSDepsilon=1.0, degree hyperparameter=2-52026.06 | 0.032 | 0.053 | 0.078 | 0.098 | 0.137 | 0.179 | 0.22 | |
| GEMepsilon=1.0, degree hyperparameter=2-52026.06 | 0.036 | 0.068 | 0.105 | 0.135 | 0.187 | 0.243 | 0.298 | |
| RAP++epsilon=1.0, degree hyperparameter=2-52026.06 | 0.05 | 0.084 | 0.116 | 0.136 | 0.178 | 0.221 | 0.263 |