| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 90 MCAR Scenarios (6 datasets x 5 missing ratios) | TVAE | Alpha-Precision18.1 | 21 | 1mo ago | |
| Purchasing | SMOTE | Density Estimation99.11 | 11 | 1mo ago | |
| Retailing | SMOTE | Density Estimation98.02 | 11 | 1mo ago | |
| Shoppers | TABSYN | C2ST0.9699 | 10 | 2mo ago | |
| 11 Tabular Datasets Average Rank (test) | CDTD | RMSE2.6 | 10 | 4mo ago | |
| ACS California (TravelTime) Folktables 2018 | MERF | KSComp0.61 | 10 | 4mo ago | |
| ACS California (Income) Folktables 2018 | KSComp0.08 | 10 | 4mo ago | ||
| yeast1 | MCCD0.019 | 8 | 25d ago | ||
| yeast | MCCD0.0164 | 8 | 25d ago | ||
| New Thyroid | ctdGAN | MCCD0.0369 | 8 | 25d ago | |
| Heart Disease | CTAB-GAN+ | MCCD0.5748 | 8 | 25d ago | |
| glass6 | MCCD0.0914 | 8 | 25d ago | ||
| glass 5 | CGAN | MCCD0.2249 | 8 | 25d ago | |
| Flare-F | ctdGAN | MCCD0.0881 | 8 | 25d ago | |
| Fetal Health | TVAE | MCCD0.0553 | 8 | 25d ago | |
| ecoli4 | MCCD0.0385 | 8 | 25d ago | ||
| ecoli 2 | MCCD0.0417 | 8 | 25d ago | ||
| ecoli1 | MCCD0.0372 | 8 | 25d ago | ||
| Dry Bean | CTAB-GAN+ | MCCD0.0455 | 8 | 25d ago | |
| Churn Model | CTAB-GAN+ | MCCD59.16 | 8 | 25d ago | |
| Anemia | CTGAN | MCCD0.1192 | 8 | 25d ago | |
| ACS California Employment Folktables 2018 | MERF | KSComp0.96 | 5 | 4mo ago | |
| ACS California Coverage Folktables 2018 | Algorithm 1 | KSComp0.74 | 5 | 4mo ago | |
| FB | TabMT | DCR42.9 | 4 | 4mo ago | |
| CAR | TabMT | DCR0.041 | 4 | 4mo ago |
