Tabular Data Synthesis on Adult
0.9961Shape SimilarityFF
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FF2026.03 | 0.9961 | — | — | — | — | — | — | — | — | — | |
| ORIGAMINumber of replicates=102026.03 | 0.996 | — | — | 0.993 | 0.99 | — | — | — | — | — | |
| TabPC2026.03 | 0.9942 | — | — | — | — | — | — | — | — | — | |
| TabDiff2026.03 | 0.9932 | — | — | — | — | — | — | — | — | — | |
| SM2026.03 | 0.9924 | — | — | — | — | — | — | — | — | — | |
| TabSyn2026.03 | 0.9921 | — | — | — | — | — | — | — | — | — | |
| TabDiffNumber of replicates=102026.03 | 0.99 | — | — | 0.986 | 0.982 | — | — | — | — | — | |
| TabularARGNNumber of replicates=102026.03 | 0.985 | — | — | 0.979 | 0.972 | — | — | — | — | — | |
| REaLTabFormerNumber of replicates=102026.03 | 0.965 | — | — | 0.957 | 0.95 | — | — | — | — | — | |
| TabbyNumber of replicates=102026.03 | 0.945 | — | — | 0.94 | 0.935 | — | — | — | — | — | |
| CTGANNumber of replicates=102026.03 | 0.892 | — | — | 0.893 | 0.894 | — | — | — | — | — | |
| STaSy2026.03 | 0.8915 | — | — | — | — | — | — | — | — | — | |
| TVAENumber of replicates=102026.03 | 0.889 | — | — | 0.885 | 0.881 | — | — | — | — | — | |
| CTGAN2026.03 | 0.8087 | — | — | — | — | — | — | — | — | — | |
| CoDi2026.03 | 0.7662 | — | — | — | — | — | — | — | — | — | |
| TVAE2026.03 | 0.7619 | — | — | — | — | — | — | — | — | — | |
| GReaT2026.03 | 0.425 | — | — | — | — | — | — | — | — | — | |
| CoDi2026.03 | — | — | — | — | — | — | — | — | 0.7898 | 9 | |
| CoDi2026.03 | — | — | — | — | 0.7714 | — | — | — | — | — | |
| CTGAN2024.12 | — | 0.814 | 0.744 | — | — | — | — | — | — | — | |
| CTGAN2026.03 | — | — | — | — | — | — | — | — | 0.8423 | 8 | |
| CTGAN2026.03 | — | — | — | — | 0.7581 | — | — | — | — | — | |
| FF2026.03 | — | — | — | — | — | — | — | — | 0.7189 | 10 | |
| FF2026.03 | — | — | — | — | 0.9251 | — | — | — | — | — | |
| GReaT2026.03 | — | — | — | — | — | 1 | 1.2 | 2 | — | — | |
| GReaT2026.03 | — | — | — | — | — | — | — | — | 0.9561 | 5 | |
| GReaT2026.03 | — | — | — | — | 0.1907 | — | — | — | — | — | |
| ReTabSyn2026.03 | — | — | — | — | — | 0 | 0 | 0 | — | — | |
| SM2026.03 | — | — | — | — | — | — | — | — | 0.954 | 6 | |
| SM2026.03 | — | — | — | — | 0.9814 | — | — | — | — | — | |
| SMOTE2026.03 | — | — | — | — | — | 3.28 | 2.13 | 2.73 | — | — | |
| STaSy2026.03 | — | — | — | — | — | — | — | — | 0.9735 | 4 | |
| STaSy2026.03 | — | — | — | — | 0.8526 | — | — | — | — | — | |
| TabCD2024.12 | — | 0.719 | 0.522 | — | — | — | — | — | — | — | |
| TabDDPM2024.12 | — | 0.988 | 0.975 | — | — | — | — | — | — | — | |
| TabDiff2026.03 | — | — | — | — | — | — | — | — | 0.9889 | 2 | |
| TabDiff2026.03 | — | — | — | — | 0.9846 | — | — | — | — | — | |
| TabED-Cyc2024.12 | — | 0.778 | 0.636 | — | — | — | — | — | — | — | |
| TabED-Grid2024.12 | — | 0.751 | 0.583 | — | — | — | — | — | — | — | |
| TabED-Ord2024.12 | — | 0.828 | 0.702 | — | — | — | — | — | — | — | |
| TabED-Str2024.12 | — | 0.77 | 0.632 | — | — | — | — | — | — | — | |
| TabED-Uni2024.12 | — | 0.785 | 0.653 | — | — | — | — | — | — | — | |
| TabPC2026.03 | — | — | — | — | — | — | — | — | 0.9933 | 1 | |
| TabPC2026.03 | — | — | — | — | 0.9856 | — | — | — | — | — | |
| TabSyn2026.03 | — | — | — | — | — | 1.02 | 1.22 | 2 | — | — | |
| TabSyn2026.03 | — | — | — | — | — | — | — | — | 0.986 | 3 | |
| TabSyn2026.03 | — | — | — | — | 0.9795 | — | — | — | — | — | |
| TVAE2024.12 | — | 0.783 | 0.669 | — | — | — | — | — | — | — | |
| TVAE2026.03 | — | — | — | — | — | — | — | — | 0.9127 | 7 | |
| TVAE2026.03 | — | — | — | — | 0.6664 | — | — | — | — | — |