Tabular Data Generation on HELOC

Metric: LR Accuracy (higher is better)

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#	Model↕	LR Accuracy▼	Extra Data	Paper	Date↕	Code
1	GReaT	71.9	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
2	Binary Diffusion	71.76	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
3	TVAE	71.04	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Distill-GReaT	70.58	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
5	CTGAN	57.72	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	42.03	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1GReaTSOTA
71.9
LR Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#2Binary Diffusion
71.76
LR Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#3TVAESOTA
71.04
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Distill-GReaT
70.58
LR Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#5CTGAN
57.72
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGAN
42.03
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code