Image Classification on SVHN Dt (test) (Macro F1-score)
94.91Macro F1-scoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ResNet, Class Setting=Balanced2024.08 | 94.91 | |
| Adv-FBackbone=ResNet, Class Setting=Balanced2024.08 | 94.91 | |
| Adv-FBackbone=ResNet, Class Setting=Imbalanced2024.08 | 94.77 | |
| Adv-R (Sn)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08 | 94.75 | |
| OriginalBackbone=ResNet, Class Setting=Imbalanced2024.08 | 94.66 | |
| RetrainBackbone=ResNet, Class Setting=Balanced2024.08 | 94.57 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08 | 94.54 | |
| Adv-R (Sr)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.08 | 87.63 | |
| Adv-R (Sn)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.08 | 84.87 | |
| RetrainBackbone=ResNet, Class Setting=Imbalanced2024.08 | 83.89 |