Image Classification on CIFAR-10 (unlearned set Du)
100Macro F1 ScoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=CNN, Class Setting=Balanced2024.08 | 100 | |
| Adv-FBackbone=CNN, Class Setting=Balanced2024.08 | 100 | |
| OriginalBackbone=CNN, Class Setting=Imbalanced2024.08 | 100 | |
| Adv-FBackbone=CNN, Class Setting=Imbalanced2024.08 | 100 | |
| Adv-R (Sr)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 83.81 | |
| RetrainBackbone=CNN, Class Setting=Balanced2024.08 | 83.6 | |
| Adv-R (Sn)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 82.4 | |
| Adv-R (Sr)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.08 | 25.94 | |
| RetrainBackbone=CNN, Class Setting=Imbalanced2024.08 | 24.25 | |
| Adv-R (Sn)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 23.97 |