Tabular Classification on Yeast
-0.9Balanced AccuracyctdGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ctdGANClassifier=XGBoost2025.08 | -0.9 | -2.4 | |
| ctdGANClassifier=RF2025.08 | -1.5 | — | |
| TVAEClassifier=XGBoost2025.08 | -2 | 8.5 | |
| ctdGANClassifier=MLP2025.08 | -2.6 | — | |
| TVAEClassifier=RF2025.08 | -8.7 | — | |
| TVAEClassifier=MLP2025.08 | -11.6 | — | |
| COP GANClassifier=MLP2025.08 | -38.9 | — | |
| COP GANClassifier=RF2025.08 | -42.7 | — | |
| COP GANClassifier=XGBoost2025.08 | -43.4 | -22.4 | |
| CT GANClassifier=RF2025.08 | -44.2 | — | |
| CT GANClassifier=MLP2025.08 | -45.1 | — | |
| CT GANClassifier=XGBoost2025.08 | -45.5 | -16.3 | |
| CTAB GAN+Classifier=MLP2025.08 | -47.2 | — | |
| CTAB GAN+Classifier=RF2025.08 | -49.9 | — | |
| CTAB GAN+Classifier=XGBoost2025.08 | -52.7 | -26 | |
| GCOP GANClassifier=RF2025.08 | -76.9 | — | |
| GCOP GANClassifier=MLP2025.08 | -77.6 | — | |
| GCOP GANClassifier=XGBoost2025.08 | -77.8 | -48.6 | |
| CGANClassifier=MLP2025.08 | -81.8 | — | |
| CGANClassifier=RF2025.08 | -81.8 | — | |
| SB GANClassifier=RF2025.08 | -82.2 | — | |
| CGANClassifier=XGBoost2025.08 | -82.6 | -55 | |
| SB GANClassifier=MLP2025.08 | -82.9 | — | |
| SB GANClassifier=XGBoost2025.08 | -83 | -53.5 |