Privacy Preservation on Default (test)
91.46DCR ScoreSMOTE
Evaluation Results
| Method | Links | |
|---|---|---|
| SMOTEImplementation=Our reproduction2026.05 | 91.46 | |
| TABKDEseed=change the seed2026.05 | 68.22 | |
| TABKDEseed=keep the seed2026.05 | 67.78 | |
| SIMPLE-KDE2026.05 | 63.49 | |
| TABKDEseed=default2026.05 | 63.46 | |
| RANDCORETABKDE2026.05 | 63.09 | |
| VAESIMPLEKDE2026.05 | 58.08 | |
| VAETABKDE2026.05 | 57.87 | |
| CORETABKDE2026.05 | 54.11 | |
| TabDDPM2026.05 | 52.15 | |
| CoDi2026.05 | 51.82 | |
| TABSYNImplementation=Our reproduction2026.05 | 51.61 | |
| PGE-TABSYN2026.05 | 51.33 | |
| TABDIFF2026.05 | 51.11 | |
| COPULADIFF2026.05 | 50.96 | |
| STaSy2026.05 | 50.23 |