Population Synthesis on Synthetic Swedish population dataset benchmark leaderboard · SOTA2 Research

Population Synthesis on Synthetic Swedish population dataset

0.0097SRMSE-MSemaPop-VAE+

Evaluation Results

Method	Links
SemaPop-VAE+2026.07		0.0097	0.0507	73.41	95.55	83.03
SemaPop-GAN2026.02		0.0104	0.0554	73.95	93.39	82.54
WGAN-GP-ZCR2026.02		0.0109	0.0593	51.88	93.33	66.69
WGAN-GP2026.02		0.0111	0.0607	52.01	93.08	66.74
SemaPop-VAE2026.02		0.0114	0.0628	15.2	86.1	25.84
SemaPop-VAE2026.07		0.0114	0.0628	15.2	86.1	25.84
TabDDPM2026.02		0.0118	0.0679	18.71	91.54	31.07
CTGAN2026.02		0.0119	0.0678	3.83	70.56	7.26
TVAE2026.02		0.0119	0.0672	6.74	79.32	12.43
BN2026.02		0.0119	0.0679	4.57	79.6	8.64
BN-Copula2026.02		0.0119	0.0679	4.66	79.26	8.81
BN2026.07		0.0119	0.0679	4.57	79.6	8.64
BN-Copula2026.07		0.0119	0.0679	4.66	79.26	8.81
TVAE2026.07		0.0119	0.0672	6.74	79.32	12.43