Tabular Data Synthesis on Diabetes
0.9966ShapesFF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FF2026.03 | 0.9966 | — | — | |
| ORIGAMINumber of replicates=102026.03 | 0.996 | 0.992 | 0.989 | |
| TabPC2026.03 | 0.9942 | — | — | |
| SM2026.03 | 0.994 | — | — | |
| TabDiffNumber of replicates=102026.03 | 0.99 | 0.984 | 0.979 | |
| TabularARGNNumber of replicates=102026.03 | 0.989 | 0.983 | 0.977 | |
| TabDiff2026.03 | 0.9855 | — | — | |
| TabSyn2026.03 | 0.9822 | — | — | |
| REaLTabFormerNumber of replicates=102026.03 | 0.97 | 0.962 | 0.954 | |
| CTGANNumber of replicates=102026.03 | 0.931 | 0.913 | 0.896 | |
| CTGAN2026.03 | 0.8957 | — | — | |
| TVAENumber of replicates=102026.03 | 0.889 | 0.859 | 0.829 | |
| CoDi2026.03 | 0.7868 | — | — | |
| TVAE2026.03 | 0.7618 | — | — | |
| STaSy2026.03 | 0.3712 | — | — | |
| CoDi2026.03 | — | — | 0.6859 | |
| CTGAN2026.03 | — | — | 0.8095 | |
| FF2026.03 | — | — | 0.9685 | |
| SM2026.03 | — | — | 0.9741 | |
| STaSy2026.03 | — | — | 0.148 | |
| TabDiff2026.03 | — | — | 0.9686 | |
| TabPC2026.03 | — | — | 0.981 | |
| TabSyn2026.03 | — | — | 0.9603 | |
| TVAE2026.03 | — | — | 0.5936 |