Tabular Data Generation on Travel

Metric: RF Accuracy (higher is better)

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#	Model↕	RF Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	89.95	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	84.3	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	79.5	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	71.41	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Binary DiffusionSOTA
89.95
RF Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
84.3
RF Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3TVAESOTA
81.68
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#4Distill-GReaT
79.5
RF Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#5CopulaGAN
73.3
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CTGAN
71.41
RF Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code