Benchmarks

Task NameDataset NameSOTA ResultTrendResults

SynthCity-6 Synthetic (test)

0.46Median Positional Error (m)

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)

0.003MMD

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)

4.2Feature Correlation