Tabular Classification on ecoli 4
92.8Balanced AccuracyctdGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ctdGANClassifier=Random Forest2025.08 | 92.8 | — | |
| ctdGANClassifier=XGBoost2025.08 | 92.3 | 79.6 | |
| ctdGANClassifier=Multilayer Perceptron2025.08 | 91.5 | — | |
| ctdGANClassifier=MLP2025.08 | 9.1 | — | |
| ctdGANClassifier=XGBoost2025.08 | 7.7 | 21.4 | |
| ctdGANClassifier=RF2025.08 | -0.2 | — | |
| CT GANClassifier=XGBoost2025.08 | -7.7 | -17.4 | |
| COP GANClassifier=XGBoost2025.08 | -8 | -19.8 | |
| CT GANClassifier=MLP2025.08 | -10 | — | |
| TVAEClassifier=XGBoost2025.08 | -16.5 | -36.6 | |
| TVAEClassifier=MLP2025.08 | -18.5 | — | |
| COP GANClassifier=MLP2025.08 | -18.9 | — | |
| CT GANClassifier=RF2025.08 | -20.3 | — | |
| COP GANClassifier=RF2025.08 | -21.2 | — | |
| TVAEClassifier=RF2025.08 | -29.2 | — | |
| CTAB GAN+Classifier=XGBoost2025.08 | -31.2 | -76.6 | |
| CTAB GAN+Classifier=RF2025.08 | -38.7 | — | |
| GCOP GANClassifier=XGBoost2025.08 | -39.2 | -97.1 | |
| SB GANClassifier=XGBoost2025.08 | -39.7 | -99.9 | |
| CGANClassifier=XGBoost2025.08 | -40 | -99.9 | |
| CTAB GAN+Classifier=MLP2025.08 | -40 | — | |
| CGANClassifier=RF2025.08 | -40.1 | — | |
| GCOP GANClassifier=RF2025.08 | -40.7 | — | |
| SB GANClassifier=RF2025.08 | -40.7 | — | |
| CGANClassifier=MLP2025.08 | -44.5 | — | |
| GCOP GANClassifier=MLP2025.08 | -44.5 | — | |
| SB GANClassifier=MLP2025.08 | -44.5 | — |