Image Classification on CIFAR-10 (retained set D\Du)
100Macro F1 ScoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=CNN, Class Setting=Balanced2024.08 | 100 | |
| RetrainBackbone=CNN, Class Setting=Balanced2024.08 | 100 | |
| Adv-R (Sr)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 100 | |
| Adv-R (Sn)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 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=Imbalanced, Selection Strategy=Random Sampling2024.08 | 96 | |
| Adv-R (Sn)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 91.46 | |
| RetrainBackbone=CNN, Class Setting=Imbalanced2024.08 | 90.88 |