Tabular Classification on ecoli 1
3Balanced AccuracyctdGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ctdGANClassifier=RF2025.08 | 3 | — | |
| CT GANClassifier=MLP2025.08 | 2.9 | — | |
| CT GANClassifier=RF2025.08 | 1.9 | — | |
| ctdGANClassifier=MLP2025.08 | 1.5 | — | |
| CT GANClassifier=XGBoost2025.08 | 0.5 | 0.4 | |
| COP GANClassifier=MLP2025.08 | 0.4 | — | |
| ctdGANClassifier=XGBoost2025.08 | -0.2 | -0.6 | |
| TVAEClassifier=MLP2025.08 | -0.5 | — | |
| TVAEClassifier=RF2025.08 | -0.7 | — | |
| COP GANClassifier=RF2025.08 | -0.8 | — | |
| COP GANClassifier=XGBoost2025.08 | -1.1 | -2.5 | |
| TVAEClassifier=XGBoost2025.08 | -4 | -7.5 | |
| CTAB GAN+Classifier=RF2025.08 | -12 | — | |
| CTAB GAN+Classifier=MLP2025.08 | -12.6 | — | |
| CTAB GAN+Classifier=XGBoost2025.08 | -14.7 | -26.1 | |
| GCOP GANClassifier=MLP2025.08 | -19.3 | — | |
| GCOP GANClassifier=RF2025.08 | -20.4 | — | |
| GCOP GANClassifier=XGBoost2025.08 | -23.7 | -42.2 | |
| CGANClassifier=RF2025.08 | -40.9 | — | |
| SB GANClassifier=RF2025.08 | -40.9 | — | |
| CGANClassifier=MLP2025.08 | -41.2 | — | |
| SB GANClassifier=MLP2025.08 | -41.2 | — | |
| SB GANClassifier=XGBoost2025.08 | -41.7 | -82.4 | |
| CGANClassifier=XGBoost2025.08 | -44.1 | -87.1 |