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Synthetic Data Evaluation On Titanic

Metrics

AUC

Results

Performance results of various models on this benchmark

Paper Title
zGAN0.8163zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
CopulaGAN0.8076zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
CTGAN0.7923zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
TVAE0.7874zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
SynthPop0.7861zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
Gaussian Copula0.7846zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
PrivBayes0.534zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
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Synthetic Data Evaluation On Titanic | SOTA | HyperAI