Tabular Classification on N. Thyroid
93.1Balanced AccuracyctdGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ctdGANClassifier=Random Forest2025.08 | 93.1 | — | |
| ctdGANClassifier=XGBoost2025.08 | 92.5 | 91.6 | |
| ctdGANClassifier=Multilayer Perceptron2025.08 | 90.6 | — | |
| ctdGANClassifier=RF2025.08 | -6.4 | — | |
| ctdGANClassifier=XGBoost2025.08 | -7.2 | -4.1 | |
| ctdGANClassifier=MLP2025.08 | -9 | — | |
| TVAEClassifier=XGBoost2025.08 | -22 | -13.9 | |
| TVAEClassifier=RF2025.08 | -22.6 | — | |
| TVAEClassifier=MLP2025.08 | -30.1 | — | |
| GCOP GANClassifier=XGBoost2025.08 | -44.5 | -26.2 | |
| CTAB GAN+Classifier=XGBoost2025.08 | -46.8 | -27.1 | |
| CTAB GAN+Classifier=RF2025.08 | -47.8 | — | |
| GCOP GANClassifier=RF2025.08 | -48.5 | — | |
| COP GANClassifier=RF2025.08 | -50 | — | |
| COP GANClassifier=XGBoost2025.08 | -50.8 | -27.9 | |
| CTAB GAN+Classifier=MLP2025.08 | -52.7 | — | |
| CT GANClassifier=XGBoost2025.08 | -53.4 | -30.5 | |
| GCOP GANClassifier=MLP2025.08 | -54.5 | — | |
| COP GANClassifier=MLP2025.08 | -57.8 | — | |
| CT GANClassifier=RF2025.08 | -57.8 | — | |
| CT GANClassifier=MLP2025.08 | -63.6 | — | |
| SB GANClassifier=XGBoost2025.08 | -64.1 | -34.8 | |
| CGANClassifier=XGBoost2025.08 | -65 | -36.8 | |
| CGANClassifier=RF2025.08 | -65 | — | |
| CGANClassifier=MLP2025.08 | -65.4 | — | |
| SB GANClassifier=MLP2025.08 | -65.4 | — | |
| SB GANClassifier=RF2025.08 | -67.1 | — |