Long-tailed Classification on SUN long-tailed (test)
36.1AccPCDRAGON + Bal'Loss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRAGON + Bal'LossBackbone=ResNet-101, Method category=Late Fusion, Balanced loss=true2020.04 | 36.1 | 38.5 | |
| DRAGONBackbone=ResNet-101, Method category=Late Fusion2020.04 | 34.8 | 40.4 | |
| MixtureBackbone=ResNet-101, Method category=Late Fusion2020.04 | 34 | 40.3 | |
| CB LWSBackbone=ResNet-101, Method category=Vision-only2020.04 | 33.9 | 40.2 | |
| CE LossBackbone=ResNet-101, Method category=Vision-only, Visual-expert (VE)=true2020.04 | 33.7 | 40 | |
| CADA-VAEBackbone=ResNet-101, Method category=Multi-modal2020.04 | 32.8 | 35.1 | |
| Focal LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 30.1 | 37.4 | |
| LDAM LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 29.8 | 36.4 | |
| Anchor LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 28.2 | 36.2 | |
| Range LossBackbone=ResNet-101, Method category=Vision-only2020.04 | 27.9 | 36 | |
| LAGOBackbone=ResNet-101, Method category=Multi-modal, Semantic-expert (SE)=true2020.04 | 18.2 | 18.3 |