Tabular Data Generation on California Housing Prices

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	1.5	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
4	CopulaGAN	0.201	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
5	CTGAN	0.197	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	TVAE	0.045	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
1.5
Parameters(M)· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#4CopulaGANSOTA
0.201
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#5CTGAN
0.197
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6TVAE
0.045
Parameters(M)· 2019-07-01
Modeling Tabular data using Conditional GAN Code