Tabular Data Generation on Travel

Metric: LR Accuracy (higher is better)

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#	Model↕	LR Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	83.79	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	80.1	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	TVAE	79.58	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Distill-GReaT	78.53	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
5	CopulaGAN	73.3	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CTGAN	73.3	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Binary DiffusionSOTA
83.79
LR Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
80.1
LR Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
79.58
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Distill-GReaT
78.53
LR Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#5CopulaGAN
73.3
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CTGAN
73.3
LR Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code