Privacy Preservation on Beijing (test)
100DCR ScoreSMOTE
Evaluation results
| Method | Links | |
|---|---|---|
| SMOTEImplementation=Our reproduction2026.05 | 100 | |
| TabDDPM2026.05 | 80.11 | |
| RANDCORETABKDE2026.05 | 63.5 | |
| VAESIMPLEKDE2026.05 | 60.73 | |
| VAETABKDE2026.05 | 60.42 | |
| SIMPLE-KDE2026.05 | 55.42 | |
| TABKDEseed=change the seed2026.05 | 55.15 | |
| TABKDEseed=keep the seed2026.05 | 54.6 | |
| TABKDEseed=default2026.05 | 54.24 | |
| TABSYNImplementation=Our reproduction2026.05 | 53.2 | |
| CORETABKDE2026.05 | 51.17 | |
| CoDi2026.05 | 50.87 | |
| PGE-TABSYN2026.05 | 50.67 | |
| STaSy2026.05 | 50.59 | |
| TABDIFF2026.05 | 50.5 | |
| COPULADIFF2026.05 | 50.29 |