Privacy Preservation on Adult (test)
91.18DCR ScoreSMOTE
Evaluation results
| Method | Links | |
|---|---|---|
| SMOTEImplementation=Our reproduction2026.05 | 91.18 | |
| TABKDEseed=change the seed2026.05 | 64.41 | |
| TABKDEseed=keep the seed2026.05 | 64.24 | |
| SIMPLE-KDE2026.05 | 63.32 | |
| RANDCORETABKDE2026.05 | 62.3 | |
| TABKDEseed=default2026.05 | 62.23 | |
| VAESIMPLEKDE2026.05 | 61.33 | |
| VAETABKDE2026.05 | 61.28 | |
| CORETABKDE2026.05 | 52.59 | |
| TABSYNImplementation=Our reproduction2026.05 | 51.33 | |
| TabDDPM2026.05 | 51.14 | |
| PGE-TABSYN2026.05 | 50.38 | |
| COPULADIFF2026.05 | 50.34 | |
| STaSy2026.05 | 50.33 | |
| TABDIFF2026.05 | 50.1 | |
| CoDi2026.05 | 49.92 |