Multi-class classification on Credit
0.48Macro F1 ScoreReal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Realtraining_data=Real tabular data2022.02 | 0.48 | 0.61 | 0.67 | |
| IT-GAN(Q)Regularization=positive γ (Synthesis Quality)2022.02 | 0.41 | 0.54 | 0.6 | |
| TGAN2022.02 | 0.4 | 0.55 | 0.59 | |
| IT-GAN(L)Regularization=negative γ (Information Leakage)2022.02 | 0.4 | 0.55 | 0.6 | |
| IT-GANRegularization=None2022.02 | 0.4 | 0.54 | 0.59 | |
| TVAE2022.02 | 0.39 | 0.57 | 0.58 | |
| MedGAN2022.02 | 0.37 | 0.51 | 0.56 | |
| PrivBN2022.02 | 0.32 | 0.51 | 0.6 | |
| Ind2022.02 | 0.27 | 0.44 | 0.51 |