HyperAI超神经

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

		Paper Title
zGAN	0.8163	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
CTGAN	0.7923	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
SynthPop	0.7861	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
PrivBayes	0.534	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation

0 of 7 row(s) selected.

HyperAI超神经

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

		Paper Title
zGAN	0.8163	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
CTGAN	0.7923	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
SynthPop	0.7861	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
PrivBayes	0.534	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation

0 of 7 row(s) selected.

Synthetic Data Evaluation On Titanic | SOTA | HyperAI超神经