Tabular Data Generation on Adult Census Income

Metric: RF Accuracy (higher is better)

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#	Model↕	RF Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	85.74	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	85.42	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	Distill-GReaT	85.25	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
4	CTGAN	83.53	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
5	TVAE	83.48	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	80.46	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Binary DiffusionSOTA
85.74
RF Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
85.42
RF Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3Distill-GReaT
85.25
RF Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#4CTGANSOTA
83.53
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#5TVAE
83.48
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGAN
80.46
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code