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Synthetic Data Evaluation On Titanic

Métriques

AUC

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle
AUC
Paper TitleRepository
SynthPop0.7861zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation-
PrivBayes0.534zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation-
CTGAN0.7923zGAN: 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-
TVAE0.7874zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation-
CopulaGAN0.8076zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation-
zGAN0.8163zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation-
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Synthetic Data Evaluation On Titanic | SOTA | HyperAI