Tabular Data Synthesis on Cardio (test)
83.4AUCReal
Evaluation results
| Method | Links | |
|---|---|---|
| Real2024.12 | 83.4 | |
| TabDDPM2024.12 | 80.1 | |
| TabED-Cycperturbation=Cyc2024.12 | 79.6 | |
| TabED-Ordperturbation=Ord2024.12 | 79.2 | |
| TabED-Gridperturbation=Grid2024.12 | 79.1 | |
| CTGAN2024.12 | 78.7 | |
| TabED-Uniperturbation=Uni2024.12 | 78.6 | |
| TabCD2024.12 | 76.5 | |
| DP-CTGANprivacy_budget_epsilon=2, privacy_budget_delta=10-5, protocol=TSTR2026.05 | 68.27 | |
| PATE-TabTransGANprivacy_budget_epsilon=2, privacy_budget_delta=10-5, protocol=TSTR2026.05 | 67.93 | |
| TVAE2024.12 | 67.6 | |
| DP-GANprivacy_budget_epsilon=2, privacy_budget_delta=10-5, protocol=TSTR2026.05 | 48.76 | |
| PATE-GANprivacy_budget_epsilon=2, privacy_budget_delta=10-5, protocol=TSTR2026.05 | 46.48 |