Tabular Data Generation on Adult Census Income

Metric: Parameters(M) (higher is better)

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#	Model↕	Parameters(M)▼	Extra Data	Paper	Date↕	Code
1	GReaT	355	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
2	Distill-GReaT	82	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	Binary Diffusion	1.4	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
4	CTGAN	0.302	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
5	CopulaGAN	0.3	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	TVAE	0.053	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1GReaTSOTA
355
Parameters(M)· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#2Distill-GReaT
82
Parameters(M)· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3Binary Diffusion
1.4
Parameters(M)· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#4CTGANSOTA
0.302
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#5CopulaGAN
0.3
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6TVAE
0.053
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code