Long-Tailed Visual Recognition on iNaturalist 2017 (val)
76.8Many-shot AccCBDENS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CBDENSBackbone=ResNet-1012021.04 | 76.8 | 68.1 | 63.2 | 71.3 | |
| Standard InstanceBackbone=ResNet-1012021.04 | 75.2 | 57.7 | 45.7 | 64.1 | |
| CBDENSBackbone=ResNet-502021.04 | 74.3 | 66.4 | 62 | 69.3 | |
| Standard InstanceBackbone=ResNet-502021.04 | 74.2 | 55.8 | 42.9 | 62.5 | |
| CBDBackbone=ResNet-1012021.04 | 73.3 | 62.5 | 57.9 | 66.5 | |
| Classifier Re-trainingBackbone=ResNet-1012021.04 | 72.9 | 60.6 | 54.9 | 65.2 | |
| Classifier Re-trainingBackbone=ResNet-502021.04 | 71.7 | 59.3 | 53.7 | 63.9 | |
| CBDBackbone=ResNet-502021.04 | 70.8 | 61 | 56 | 64.6 |