| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| adult dataset (test) | TSTR89 | 24 | 4d ago | ||
| breast_cancer | TSTR0.989 | 24 | 4d ago | ||
| IMDB (test) | MoP | FID0.771 | 7 | 4d ago | |
| SST-2 (test) | MoP | FID1.131 | 7 | 4d ago | |
| Yelp (test) | MoP | FID0.948 | 7 | 4d ago | |
| AgNews (test) | MoP | FID0.951 | 7 | 4d ago | |
| HELOC (test) | CTGAN | Discriminator Accuracy100 | 7 | 4d ago | |
| Adult Income (test) | TVAE | Discriminator Accuracy96.92 | 7 | 4d ago | |
| Travel (test) | Discriminator Accuracy98.05 | 7 | 4d ago | ||
| CKD (test) | Augmented TimeGAN | MMD0.049 | 6 | 4d ago | |
| eICU (test) | Augmented TimeGAN | MMD0.012 | 6 | 4d ago | |
| Sines (test) | Augmented TimeGAN | MMD0.002 | 6 | 4d ago | |
| swissroll | SDDM | CSD14.2659 | 6 | 4d ago | |
| pinwheel | DPF | CSD1.8435 | 6 | 4d ago | |
| moons | SDDM | CSD14.2397 | 6 | 4d ago | |
| circles | SDDM | CSD14.4807 | 6 | 4d ago | |
| checkerboard | DPF | CSD1.1348 | 6 | 4d ago | |
| 8gaussians | DPF | CSD1.3178 | 6 | 4d ago | |
| 2spirals | SDDM | CSD14.4645 | 6 | 4d ago | |
| Average of 6 datasets (PIMA Indians Diabetes, Heart Disease UCI, UNSW-NB15, CICIDS2017, UCI Credit Card Default, Statlog) | ContextGAN | EMD0.12 | 5 | 4d ago | |
| CICIoT MitM 2023 | SMOTE | MMD0 | 5 | 4d ago | |
| CICIoT Mirai 2023 | SMOTE | MMD0 | 5 | 4d ago | |
| CICIoT DDoS 2023 | SMOTE | MMD0 | 5 | 4d ago | |
| Employment | MERF | KSComp0.95 | 5 | 4d ago | |
| Mobility | KS Comp0.76 | 5 | 4d ago |
