Tabular Data Generation on California Housing Prices

Metric: RF Mean Squared Error (lower is better)

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#	Model↕	RF Mean Squared Error▲	Extra Data	Paper	Date↕	Code
1	GReaT	0.28	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
2	Distill-GReaT	0.32	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	TVAE	0.35	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Binary Diffusion	0.39	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
5	CTGAN	0.62	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	0.99	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1GReaTSOTA
0.28
RF Mean Squared Error· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#2Distill-GReaTSOTA
0.32
RF Mean Squared Error· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
0.35
RF Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Binary Diffusion
0.39
RF Mean Squared Error· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#5CTGANSOTA
0.62
RF Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGANSOTA
0.99
RF Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code