Accueil Actualités Articles de recherche récents Tutoriels Ensembles de données Wiki SOTA Modèles LLM Classement GPU Événements

Français

Synthetic Data Evaluation On Titanic

Métriques

AUC

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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	-

0 of 7 row(s) selected.