Tabular Data Generation on California Housing Prices

Metric: DT Mean Squared Error (lower is better)

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#	Model↕	DT Mean Squared Error▲	Extra Data	Paper	Date↕	Code
1	GReaT	0.39	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
2	Distill-GReaT	0.43	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	TVAE	0.45	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Binary Diffusion	0.45	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
5	CTGAN	0.82	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	1.19	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1GReaTSOTA
0.39
DT Mean Squared Error· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#2Distill-GReaTSOTA
0.43
DT Mean Squared Error· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
0.45
DT Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Binary Diffusion
0.45
DT Mean Squared Error· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#5CTGANSOTA
0.82
DT Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGANSOTA
1.19
DT Mean Squared Error· 2019-07-01
Modeling Tabular data using Conditional GAN Code