Synthcity
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Localization | SynthCity-6 Synthetic (test) | Median Positional Error (m)0.46 | 8 | |
| Unconditional Tabular Data Generation | Synthcity (15 datasets average: Adult, Credit, Bank, Wine Quality, Car Evaluation, SPECTF Heart, Communities Crime, Law Students, Student Performance, Circle, Multivariate Normal, Imbalanced, Mixed, Iris, Complex Stress) | MMD0.003 | 7 | |
| Unconditional Generation | Synthcity Average of 15 datasets: Adult, Credit, Bank, Wine Quality, Car Evaluation, SPECTF Heart, Communities Crime, Law Students, Student Performance, Circle, Multivariate Normal, Imbalanced, Mixed, Iris, Complex Stress (test) | Feature Correlation4.2 | 7 |
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