| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Shoppers | SMOTE | Beta Recall77.09 | 26 | 15d ago | |
| Default | SMOTE | Beta Recall76 | 26 | 15d ago | |
| Adult | SMOTE | Beta Recall76.88 | 26 | 15d ago | |
| Beijing | Beta Recall64.21 | 25 | 15d ago | ||
| Default | TabSyn | C2ST0.9826 | 21 | 1mo ago | |
| Magic | DCR-00253.98 | 20 | 2mo ago | ||
| Beijing | CTGAN | DCR-0020.0001 | 20 | 2mo ago | |
| News | TabSyn | DCR-0021.0325 | 18 | 2mo ago | |
| 6 standard data sets Adult, Default, Shoppers, Magic, Beijing, News | TABSYN | Adult Score99.19 | 16 | 15d ago | |
| Beijing | Shape Score31.83 | 16 | 21d ago | ||
| Magic | Shape Fidelity17.51 | 16 | 21d ago | ||
| Shoppers | Shape Score51.21 | 16 | 21d ago | ||
| Default | Shape Fidelity22.39 | 16 | 21d ago | ||
| Adult | Shape Similarity27.8 | 16 | 21d ago | ||
| Adult | TabDDPM | Memory Ratio (%)31.01 | 15 | 7d ago | |
| IBM | TABKDE | Marginal Alignment Error3.58 | 14 | 15d ago | |
| Beijing original (test) | TabGRAA | CDE98.98 | 14 | 1mo ago | |
| Magic original (test) | TabGRAA | CDE95.58 | 14 | 1mo ago | |
| Magic | TabDDPM | C2ST99.98 | 14 | 1mo ago | |
| Shoppers | TabDiff | C2ST98.43 | 14 | 1mo ago | |
| Adult | TabDiff | C2ST0.995 | 14 | 1mo ago | |
| CH | LiteGuard | AUC (CH)99.2 | 12 | 2mo ago | |
| Beijing (test) | MLE0.423 | 12 | 1mo ago | ||
| Shoppers (test) | MLE0.658 | 12 | 1mo ago | ||
| Magic (test) | MLE0.946 | 12 | 3mo ago |
