Image Classification on CIFAR-10-LT Ratio 100 (test)
0.824Balanced AccuracyCVS+ADRW
Evaluation Results
| Method | Links | |
|---|---|---|
| CVS+ADRWProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.824 | |
| CVSProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.822 | |
| VSProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.816 | |
| VS+TLA+ADRWProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.816 | |
| CVS+ADRWProtocol=standard, Backbone=ResNet2023.10 | 0.815 | |
| CVSProtocol=standard, Backbone=ResNet2023.10 | 0.813 | |
| VS+TLA+ADRWProtocol=standard, Backbone=ResNet2023.10 | 0.811 | |
| CE+ADRWProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.805 | |
| VS+DRWProtocol=standard, Backbone=ResNet2023.10 | 0.801 | |
| LDAM+DRWProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.798 | |
| VSProtocol=standard, Backbone=ResNet2023.10 | 0.788 | |
| CE+ADRWProtocol=standard, Backbone=ResNet2023.10 | 0.786 | |
| LDAM+DRWProtocol=standard, Backbone=ResNet2023.10 | 0.777 | |
| CE+DRWProtocol=standard, Backbone=ResNet2023.10 | 0.758 | |
| LDAMProtocol=standard, Backbone=ResNet2023.10 | 0.738 | |
| CEProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 0.734 | |
| CEProtocol=standard, Backbone=ResNet2023.10 | 0.715 |