| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| fourier | TVAE | Chi-squared Result0 | 48 | 4d ago | |
| steel | Chi-squared Test Result0.02 | 47 | 4d ago | ||
| biodeg | TabDDPM | Chi-Squared Test Result0.02 | 47 | 4d ago | |
| steel | TabDDPM | Inverse KL Divergence0.21 | 45 | 4d ago | |
| fourier | TabDDPM | Inverse KL0.07 | 44 | 4d ago | |
| protein | TVAE | Chi-squared Result0.01 | 44 | 4d ago | |
| stock | TabDDPM | Chi-squared Result0.1 | 37 | 4d ago | |
| stock | Inverse KL Divergence0.15 | 36 | 4d ago | ||
| texture | Chi-squared Result0 | 33 | 4d ago | ||
| texture | Inverse KL0.1 | 32 | 4d ago | ||
| energy | Inverse KL0.12 | 21 | 4d ago | ||
| energy | Chi-squared Test Result0.03 | 21 | 4d ago | ||
| collins | Inverse KL0.22 | 15 | 4d ago | ||
| collins | Chi-Squared Result0.02 | 15 | 4d ago | ||
| Aggregate of five tabular datasets (full train vs original train) | TabSyn | Marginal Error1.4 | 13 | 4d ago | |
| Bank (test) | AUC0.935 | 10 | 4d ago | ||
| Beijing | TabDDPM | Density Similarity (Single-Column)98 | 9 | 4d ago | |
| Bank | TabDDPM | Density Similarity (Single Column)0.998 | 9 | 4d ago | |
| Adult | TabDDPM | Density Similarity (Single Column)0.988 | 9 | 4d ago | |
| Adult, Bank, Cardio, Churn, Mushroom, Beijing (test) | TabDDPM | Avg Rank1.5 | 9 | 4d ago | |
| Mushroom (test) | AUC1 | 9 | 4d ago | ||
| Churn (test) | AUC0.819 | 9 | 4d ago | ||
| Cardio (test) | AUC83.4 | 9 | 4d ago | ||
| Mushroom | TabDDPM | Density Similarity (Single Column)98.7 | 8 | 4d ago | |
| Churn | TabDDPM | Density Similarity (Single-Column)97.6 | 8 | 4d ago |
