Tabular Classification on yeast1
17.5Balanced AccuracyCT GAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT GANClassifier=MLP2025.08 | 17.5 | — | |
| TVAEClassifier=MLP2025.08 | 14.1 | — | |
| CT GANClassifier=XGBoost2025.08 | 9 | 28.9 | |
| TVAEClassifier=XGBoost2025.08 | 8.9 | 22.1 | |
| TVAEClassifier=RF2025.08 | 8.9 | — | |
| ctdGANClassifier=MLP2025.08 | 6.7 | — | |
| COP GANClassifier=MLP2025.08 | 6.5 | — | |
| ctdGANClassifier=XGBoost2025.08 | 3.1 | 11.3 | |
| CT GANClassifier=RF2025.08 | 0.2 | — | |
| COP GANClassifier=RF2025.08 | -1.5 | — | |
| ctdGANClassifier=RF2025.08 | -1.9 | — | |
| COP GANClassifier=XGBoost2025.08 | -2.7 | -6.2 | |
| CTAB GAN+Classifier=RF2025.08 | -24.2 | — | |
| CGANClassifier=RF2025.08 | -25.8 | — | |
| GCOP GANClassifier=RF2025.08 | -25.8 | — | |
| SB GANClassifier=RF2025.08 | -25.8 | — | |
| CGANClassifier=MLP2025.08 | -26 | — | |
| CTAB GAN+Classifier=MLP2025.08 | -26 | — | |
| GCOP GANClassifier=MLP2025.08 | -26 | — | |
| SB GANClassifier=MLP2025.08 | -26 | — | |
| CTAB GAN+Classifier=XGBoost2025.08 | -28 | -84.3 | |
| CGANClassifier=XGBoost2025.08 | -31.7 | -99.9 | |
| SB GANClassifier=XGBoost2025.08 | -31.7 | -99.9 | |
| GCOP GANClassifier=XGBoost2025.08 | -31.8 | -99.9 |