Fairness-aware Synthetic Data Generation on Adult dataset benchmark leaderboard · SOTA2 Research

Fairness-aware Synthetic Data Generation on Adult dataset

0.92PrecisionOriginal data D

Evaluation Results

Method	Links
Original data D2021.10		0.92	0.936	0.807	0.116	0.18
DECAF-DP2021.10		0.781	0.881	0.672	0.001	0.001
DECAF-ND2021.10		0.78	0.92	0.781	0.152	0.198
DECAF-FTU2021.10		0.763	0.925	0.765	0.004	0.054
DECAF-CF2021.10		0.743	0.875	0.769	0.003	0.039
WGAN-GP2021.10		0.683	0.914	0.798	0.12	0.189
FairGAN2021.10		0.681	0.814	0.766	0.009	0.097
GAN2021.10		0.607	0.439	0.567	0.023	0.089