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Synthetic Data Evaluation On Titanic

评估指标

AUC

评测结果

各个模型在此基准测试上的表现结果

模型名称	AUC	Paper Title	Repository
SynthPop	0.7861	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
PrivBayes	0.534	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
CTGAN	0.7923	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
Gaussian Copula	0.7846	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
TVAE	0.7874	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
CopulaGAN	0.8076	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-
zGAN	0.8163	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation	-

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Synthetic Data Evaluation On Titanic | SOTA | HyperAI超神经