الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Synthetic Data Evaluation On Titanic

المقاييس

AUC

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	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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