| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| adult dataset (test) | TSTR89 | 24 | 3mo ago | ||
| breast_cancer | TSTR0.989 | 24 | 3mo ago | ||
| Checkerboard | DS-RectFlow | Forbidden Cell Fraction2.71 | 21 | 15d ago | |
| Simulated dataset linear formula 4.3 | CTGAN | M1 Metric Value11 | 11 | 2mo ago | |
| freMTPL2freq interaction formula 4.4 (train) | CTGAN | M1 Score97.2298 | 11 | 2mo ago | |
| Beijing | SMOTE | C2ST99.72 | 10 | 15d ago | |
| Magic | TABKDE | C2ST100 | 10 | 15d ago | |
| Adult | TABSYN | C2ST0.9949 | 10 | 15d ago | |
| CIFAR-10 | Pluralistic curation | FID35.9 | 10 | 23d ago | |
| E-commerce transaction dataset | LLM-ICL | Rejection Rate (%)0.1 | 9 | 1d ago | |
| News | COPULADIFF | C2ST0.9793 | 9 | 15d ago | |
| health insurance | TVAE | Running Time32.63 | 8 | 27d ago | |
| kr-vs-kp | TVAE | Running Time21.55 | 8 | 27d ago | |
| cpu activity | tabDDPM | Running Time12.05 | 8 | 27d ago | |
| Diabetes | tabDDPM | Running Time13.5 | 8 | 27d ago | |
| Clinical Tabular Data | MostlyAI | Numerical JSD0.035 | 8 | 2mo ago | |
| IMDB (test) | MoP | FID0.771 | 7 | 3mo ago | |
| SST-2 (test) | MoP | FID1.131 | 7 | 3mo ago | |
| Yelp (test) | MoP | FID0.948 | 7 | 3mo ago | |
| AgNews (test) | MoP | FID0.951 | 7 | 3mo ago | |
| HELOC (test) | CTGAN | Discriminator Accuracy100 | 7 | 3mo ago | |
| Adult Income (test) | TVAE | Discriminator Accuracy96.92 | 7 | 3mo ago | |
| Travel (test) | Discriminator Accuracy98.05 | 7 | 3mo ago | ||
| Appliance Energy | BinAgg | Average Runtime (s)0.6674 | 6 | 2mo ago | |
| Air Quality | BinAgg | Average Runtime (s)0.1444 | 6 | 2mo ago |
