Tabular Data Generation on HELOC

Metric: DT Accuracy (higher is better)

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#	Model↕	DT Accuracy▼	Extra Data	Paper	Date↕	Code
1	Distill-GReaT	81.4	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
2	GReaT	79.1	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	TVAE	76.39	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Binary Diffusion	70.25	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
5	CTGAN	61.34	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	42.36	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Distill-GReaTSOTA
81.4
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#2GReaT
79.1
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
76.39
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Binary Diffusion
70.25
DT Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#5CTGAN
61.34
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGAN
42.36
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code