Predictive Modeling on Credit card Protected attribute: Sex (test) benchmark leaderboard · SOTA2 Research

Predictive Modeling on Credit card Protected attribute: Sex (test)

82.36AccuracyFairFinGAN-SP

Evaluation Results

Method	Links
FairFinGAN-SP2026.03		82.36	63.94	0.0332	0.0941	0.1051	2.42	0.0109	1.757	6.07
FairFinGAN-SP2026.03		80.95	65.47	0.0199	0.0264	0.0423	2.29	0.0159	0.3308	2.34
TabFairGan2026.03		80.85	61.48	0.0572	0.1121	0.1421	8.58	0.03	9.6583	1.64
FairFinGAN-EOd2026.03		80.64	59.63	0.0094	0.0158	0.0187	5.16	0.0029	-1.9989	1.98
TabFairGan2026.03		80.54	66.83	0.0869	0.1226	0.1835	6.13	0.0608	1.7007	1.77
TabFairGan2026.03		80.06	72.04	0.0637	0.0607	0.1055	2.28	0.0448	0.2708	2.47
FairFinGAN-SP2026.03		79.51	70.4	0.0371	0.0678	0.0877	1.86	0.0199	0.1847	2.63
FairFinGAN-SP2026.03		78.29	50.09	0.0002	0.0014	0.0019	46.67	0.0005	—	0.11
Original2026.03		77.88	50.01	-0.0001	0.0005	0.0007	100	0.0002	—	1.85
Original2026.03		77.86	50	0.0002	0.0008	0.0011	25	0.0003	72.0834	0.14
CTGAN2026.03		77.73	53.68	-0.0142	0.0288	0.0354	6.09	0.0067	-1.3176	2.22
FairFinGAN-EOd2026.03		77.66	59.26	0.0249	0.0327	0.0455	4.72	0.0128	-0.0479	1.02
FairFinGAN-EOd2026.03		77.65	50.02	-0.0001	0.0009	0.001	83.34	0.0001	167	0.44
CTGAN2026.03		77.27	50.05	-0.0003	0.003	0.0041	48.33	0.0011	-34.8333	0.27
TabFairGan2026.03		77.08	50.03	-0.0001	0.0004	0.0004	0	0	—	0.09
FairFinGAN-EOd2026.03		76.73	67.17	0.033	0.0334	0.05	5.08	0.0166	-0.0637	1.28
Original2026.03		75.6	55.06	0.014	0.0163	0.0251	4.65	0.0088	-0.2803	1.01
CTGAN2026.03		75.59	65.99	-0.0227	0.0443	0.0534	6.86	0.0091	0.0908	2.13
CTGAN2026.03		74.53	55.89	-0.0109	0.0091	0.0205	2.44	0.0114	0.2514	1.24
Original2026.03		72.46	61.3	0.0377	0.0478	0.0774	3.43	0.0297	-0.0132	1.99