Long-tailed classification on AWA-LT (test)
76.2AccPCDRAGON + Bal'Loss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRAGON + Bal'LossBackbone=ResNet-101, Method category=Late Fusion, Balanced loss=true2020.04 | 76.2 | 92.2 | |
| DRAGONBackbone=ResNet-101, Method category=Late Fusion2020.04 | 74.1 | 94.1 | |
| LAGOBackbone=ResNet-101, Method category=Multi-modal, Semantic-expert (SE)=true2020.04 | 74 | 93 | |
| MixtureBackbone=ResNet-101, Method category=Late Fusion2020.04 | 74 | 93.7 | |
| CE LossBackbone=ResNet-101, Method category=Vision-only, Visual-expert (VE)=true2020.04 | 73.7 | 93.4 | |
| Focal LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 73.5 | 91.8 | |
| CADA-VAEBackbone=ResNet-101, Method category=Multi-modal2020.04 | 73.5 | 89.5 | |
| CB LWSBackbone=ResNet-101, Method category=Vision-only2020.04 | 73.4 | 93.6 | |
| Anchor LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 69.1 | 93.2 | |
| LDAM LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 69.1 | 93.5 | |
| Range LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 68.9 | 93.5 |