Synthetic Data Generation on Titanic
Metric: AUC (higher is better)
LeaderboardDataset
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Results
Submit a result| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | zGAN | 0.8163 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 2 | CopulaGAN | 0.8076 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 3 | CTGAN | 0.7923 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 4 | TVAE | 0.7874 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 5 | SynthPop | 0.7861 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 6 | Gaussian Copula | 0.7846 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |
| 7 | PrivBayes | 0.534 | No | zGAN: An Outlier-focused Generative Adversarial ... | 2024-10-28 | - |