HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Synthetic Data Evaluation On Titanic

評価指標

AUC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
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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