Tabular Data Synthesis on SCM Tree Prior
0.0261-WDUB
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UBepsilon=1.0, degree hyperparameter=2-52026.06 | 0.026 | 0.046 | 0.07 | 0.089 | 0.126 | 0.164 | 0.202 | |
| AIMepsilon=1.0, degree hyperparameter=2-52026.06 | 0.028 | 0.048 | 0.072 | 0.091 | 0.128 | 0.167 | 0.206 | |
| PrivSynepsilon=1.0, degree hyperparameter=2-52026.06 | 0.03 | 0.064 | 0.103 | 0.131 | 0.182 | 0.235 | 0.288 | |
| PrivMRFepsilon=1.0, degree hyperparameter=2-52026.06 | 0.03 | 0.051 | 0.076 | 0.102 | 0.139 | 0.178 | 0.216 | |
| Tab-PEepsilon=1.0, degree hyperparameter=2-52026.06 | 0.03 | 0.051 | 0.076 | 0.095 | 0.132 | 0.17 | 0.208 | |
| GEMepsilon=1.0, degree hyperparameter=2-52026.06 | 0.036 | 0.07 | 0.109 | 0.135 | 0.187 | 0.241 | 0.295 | |
| PrivGSDepsilon=1.0, degree hyperparameter=2-52026.06 | 0.036 | 0.06 | 0.084 | 0.103 | 0.141 | 0.181 | 0.221 | |
| RAP++epsilon=1.0, degree hyperparameter=2-52026.06 | 0.052 | 0.088 | 0.124 | 0.146 | 0.19 | 0.234 | 0.278 |