Few-Shot Semantic Segmentation on COCO 2-way 1-shot 20 (folds 0-3)
35.3mIoU* (fold-0)MFNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MFNetBackbone=ResNet-502021.10 | 35.3 | 39 | 28.9 | 24 | 21.5 | 18.4 | 22.9 | 18.7 | 28.1 | 24.1 | |
| DENet*Backbone=ResNet-502021.10 | 30.3 | 35.2 | 25.1 | 20.5 | 23 | 16.7 | 21.1 | 15.3 | 26.1 | 20.7 | |
| PPNetBackbone=ResNet-502021.10 | 29.8 | 34.2 | 24.2 | 19.7 | 23.4 | 17 | 19.1 | 15.1 | 25.2 | 20.4 | |
| PPNet(w/o U)Backbone=ResNet-502021.10 | 29 | 33.9 | 24 | 19.4 | 22.8 | 16.5 | 17.6 | 14.2 | 24.6 | 19.8 | |
| PANetBackbone=ResNet-502021.10 | 25.7 | 31.9 | 21.5 | 16.1 | 21.3 | 16.2 | 16.4 | 13.8 | 22.8 | 18 |