Predictive modeling on German credit benchmark leaderboard · SOTA2 Research

Predictive modeling on German credit

81.25Accuracy (Acc)CTGAN

Evaluation Results

Method	Links
CTGAN2026.03		81.25	50	0	0	0	0.0234	0	0	0.0298
CTGAN2026.03		78.51	50.22	0.0102	0.0122	0.0201	0.0252	0.0079	0.0238	0.0184
CTGAN2026.03		77.84	50.17	0.0194	0.0199	0.037	0.024	0.0172	0.0858	0.0216
TabFairGan2026.03		74.2	50.13	0.0013	0.0022	0.0147	0.0725	0.0125	-0.005	0.0907
FairFinGAN-SP2026.03		73.46	50	0	0	0	0.0165	0	0	0.035
TabFairGan2026.03		73	51.43	-0.027	0.0281	0.0559	0.0704	0.0278	-0.1697	0.0533
Original2026.03		72.1	60.17	0.0453	0.0345	0.1831	0.0585	0.1486	-0.0999	0.0857
TabFairGan2026.03		71.5	54.12	-0.0116	0.0245	0.1302	0.0553	0.1058	0.1195	0.093
Original2026.03		68.7	63.07	0.0224	0.0626	0.1565	0.0576	0.0939	-0.3367	0.0776
CTGAN2026.03		68.24	51.48	0.027	0.0269	0.0572	0.0235	0.0303	0.0007	0.011
FairFinGAN-SP2026.03		67.61	49.76	-0.0018	0.013	0.0279	0.0173	0.0149	-0.0197	0.0209
FairFinGAN-EOd2026.03		67	51.06	0.0083	0.0319	0.09	0.0637	0.0581	0.0529	0.0965
Original2026.03		66.6	53.76	0.0004	0.0161	0.0312	0.0766	0.0151	-0.1756	0.0786
FairFinGAN-SP2026.03		60.25	50.41	0.0112	0.016	0.0323	0.0162	0.0164	0.0052	0.004
FairFinGAN-EOd2026.03		60.2	50.18	0.0077	0.0191	0.0963	0.052	0.0772	-0.0126	0.0828
TabFairGan2026.03		60.1	50.11	-0.0524	0.0972	0.1782	0.0758	0.081	0.1844	0.0666
FairFinGAN-SP2026.03		57.74	50.72	0.0413	0.0449	0.0758	0.0218	0.0309	0.5652	0.0285
FairFinGAN-EOd2026.03		57.2	51.47	0.0002	0.0583	0.1825	0.0815	0.1242	-0.0229	0.0721
FairFinGAN-EOd2026.03		55.7	51.07	-0.0167	0.021	0.0307	0.0541	0.0098	-12.2333	0.0878
Original2026.03		48.3	49.74	-0.02	0.0215	0.0456	0.1651	0.0241	-1.9444	0.0867