Tabular Data Generation on Adult Census Income

Metric: DT Accuracy (higher is better)

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#	Model↕	DT Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	85.27	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	84.81	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	Distill-GReaT	84.49	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
4	TVAE	82.8	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
5	CTGAN	81.32	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	76.29	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Binary DiffusionSOTA
85.27
DT Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
84.81
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3Distill-GReaT
84.49
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#4TVAESOTA
82.8
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#5CTGAN
81.32
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGAN
76.29
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code