Tabular Data Generation On Heloc

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
Binary Diffusion70.2571.762.670.47Tabular Data Generation using Binary Diffusion-
CTGAN61.3457.720.27762.35Modeling Tabular data using Conditional GAN-
TVAE76.3971.046277.24Modeling Tabular data using Conditional GAN-
CopulaGAN42.3642.030.27642.35Modeling Tabular data using Conditional GAN-
GReaT79.171.935580.93Language Models are Realistic Tabular Data Generators-
Distill-GReaT81.470.588282.14Language Models are Realistic Tabular Data Generators-
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Tabular Data Generation On Heloc | SOTA | HyperAI超神经