Tabular Data Generation on Travel

Metric: DT Accuracy (higher is better)

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#	Model↕	DT Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	88.9	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	83.56	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	TVAE	81.68	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
4	Distill-GReaT	77.38	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
5	CopulaGAN	73.61	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
88.9
DT Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
83.56
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
81.68
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Distill-GReaT
77.38
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#5CopulaGAN
73.61
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CTGAN
73.3
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code