Tabular Data Generation on Diabetes

Metric: DT Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	DT Accuracy▼	Extra Data	Paper	Date↕	Code
1	Binary Diffusion	0.5713	No	Tabular Data Generation using Binary Diffusion	2024-09-20	Code
2	GReaT	0.5523	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
3	Distill-GReaT	0.541	No	Language Models are Realistic Tabular Data Gener...	2022-10-12	Code
4	TVAE	0.533	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
5	CTGAN	0.4973	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code
6	CopulaGAN	0.385	No	Modeling Tabular data using Conditional GAN	2019-07-01	Code

#1Binary DiffusionSOTA
0.5713
DT Accuracy· 2024-09-20
Tabular Data Generation using Binary Diffusion Code
#2GReaTSOTA
0.5523
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#3Distill-GReaT
0.541
DT Accuracy· 2022-10-12
Language Models are Realistic Tabular Data Generators Code
#4TVAESOTA
0.533
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#5CTGAN
0.4973
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code
#6CopulaGAN
0.385
DT Accuracy· 2019-07-01
Modeling Tabular data using Conditional GAN Code