| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| fourier | TVAE | Chi-squared Result0 | 48 | 1mo ago | |
| steel | Chi-squared Test Result0.02 | 47 | 1mo ago | ||
| biodeg | TabDDPM | Chi-Squared Test Result0.02 | 47 | 1mo ago | |
| steel | TabDDPM | Inverse KL Divergence0.21 | 45 | 1mo ago | |
| fourier | TabDDPM | Inverse KL0.07 | 44 | 1mo ago | |
| protein | TVAE | Chi-squared Result0.01 | 44 | 1mo ago | |
| stock | TabDDPM | Chi-squared Result0.1 | 37 | 1mo ago | |
| stock | Inverse KL Divergence0.15 | 36 | 1mo ago | ||
| texture | Chi-squared Result0 | 33 | 1mo ago | ||
| texture | Inverse KL0.1 | 32 | 1mo ago | ||
| energy | Inverse KL0.12 | 21 | 1mo ago | ||
| energy | Chi-squared Test Result0.03 | 21 | 1mo ago | ||
| Adult | Shape Similarity0.9961 | 17 | 24d ago | ||
| Diabetes | Shapes0.9966 | 15 | 24d ago | ||
| collins | Inverse KL0.22 | 15 | 1mo ago | ||
| collins | Chi-Squared Result0.02 | 15 | 1mo ago | ||
| Small Benchmark | CTGAN | Shape12.407 | 13 | 1mo ago | |
| Aggregate of five tabular datasets (full train vs original train) | TabSyn | Marginal Error1.4 | 13 | 1mo ago | |
| Shoppers | TabPC | WNMIS0.9927 | 10 | 24d ago | |
| News | TabSyn | Rank1 | 10 | 24d ago | |
| Magic | TabSyn | WNMIS0.9971 | 10 | 24d ago | |
| Diabetes | TabPC | Rank1 | 10 | 24d ago | |
| Default | TabPC | WNMIS0.9894 | 10 | 24d ago | |
| Beijing | TabDiff | WNMIS0.9927 | 10 | 24d ago | |
| Bank (test) | AUC0.935 | 10 | 1mo ago |
