Image Classification on SVHN (unlearned set Du)
100Macro F1-scoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ResNet, Class Setting=Balanced2024.08 | 100 | |
| Adv-FBackbone=ResNet, Class Setting=Balanced2024.08 | 100 | |
| OriginalBackbone=ResNet, Class Setting=Imbalanced2024.08 | 100 | |
| Adv-FBackbone=ResNet, Class Setting=Imbalanced2024.08 | 100 | |
| Adv-R (Sn)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 94.64 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 94.38 | |
| RetrainBackbone=ResNet, Class Setting=Balanced2024.08 | 94.33 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.08 | 34.76 | |
| Adv-R (Sn)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 33.92 | |
| RetrainBackbone=ResNet, Class Setting=Imbalanced2024.08 | 33.08 |