Image Classification on SVHN (retained set D\Du)
100Macro F1-scoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ResNet, Class Setting=Balanced2024.08 | 100 | |
| RetrainBackbone=ResNet, Class Setting=Balanced2024.08 | 100 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 100 | |
| Adv-R (Sn)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 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=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 99.37 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.08 | 98 | |
| RetrainBackbone=ResNet, Class Setting=Imbalanced2024.08 | 95.19 |