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Synthetic Data Evaluation
Synthetic Data Evaluation On Titanic
Synthetic Data Evaluation On Titanic
Metrics
AUC
Results
Performance results of various models on this benchmark
Columns
Model Name
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.
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