Image Classification on CIFAR-10-LT Ratio 10 (test)
89.2Balanced AccuracyCVS
Evaluation results
| Method | Links | |
|---|---|---|
| CVSProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 89.2 | |
| VSProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 89.1 | |
| VS+TLA+ADRWProtocol=standard, Backbone=ResNet2023.10 | 89 | |
| CVS+ADRWProtocol=standard, Backbone=ResNet2023.10 | 89 | |
| CVSProtocol=standard, Backbone=ResNet2023.10 | 88.9 | |
| VSProtocol=standard, Backbone=ResNet2023.10 | 88.7 | |
| VS+DRWProtocol=standard, Backbone=ResNet2023.10 | 88.6 | |
| CE+ADRWProtocol=standard, Backbone=ResNet2023.10 | 88.2 | |
| LDAM+DRWProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 88 | |
| CE+DRWProtocol=standard, Backbone=ResNet2023.10 | 87.9 | |
| LDAM+DRWProtocol=standard, Backbone=ResNet2023.10 | 87.5 | |
| CEProtocol=standard + tuned wd, Backbone=ResNet2023.10 | 87.4 | |
| CEProtocol=standard, Backbone=ResNet2023.10 | 87 | |
| LDAMProtocol=standard, Backbone=ResNet2023.10 | 86.4 |