Tabular Data Generation On Travel

评估指标

DT Accuracy
LR Accuracy
Parameters(M)
RF Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称
DT Accuracy
LR Accuracy
Parameters(M)
RF Accuracy
Paper TitleRepository
CTGAN73.373.30.15571.41Modeling Tabular data using Conditional GAN-
GReaT83.5680.135584.3Language Models are Realistic Tabular Data Generators-
TVAE81.6879.580.03681.68Modeling Tabular data using Conditional GAN-
CopulaGAN73.6173.30.15773.3Modeling Tabular data using Conditional GAN-
Distill-GReaT77.3878.538279.5Language Models are Realistic Tabular Data Generators-
Binary Diffusion88.983.791.189.95Tabular Data Generation using Binary Diffusion-
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