Image Classification on MNIST (unlearned set Du)
99.47Macro F1-scoreOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalBackbone=MLP, Class Setting=Balanced2024.08 | 99.47 | |
| Adv-FBackbone=MLP, Class Setting=Balanced2024.08 | 99.3 | |
| Adv-R (Sr)Backbone=MLP, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 98.17 | |
| RetrainBackbone=MLP, Class Setting=Balanced2024.08 | 96.43 | |
| Adv-R (Sn)Backbone=MLP, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 96.34 | |
| Adv-FBackbone=MLP, Class Setting=Imbalanced2024.08 | 64.21 | |
| OriginalBackbone=MLP, Class Setting=Imbalanced2024.08 | 60.29 | |
| Adv-R (Sn)Backbone=MLP, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 42.9 | |
| Adv-R (Sr)Backbone=MLP, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.08 | 39.48 | |
| RetrainBackbone=MLP, Class Setting=Imbalanced2024.08 | 38.76 |