Few-Shot Semantic Segmentation on COCO 5-way 1-shot 20 (folds 0-3)
29.7mIoU* (fold-0)MFNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MFNetBackbone=ResNet-502021.10 | 29.7 | 35.5 | 26.7 | 21.2 | 20 | 15.4 | 21.1 | 17.1 | 25.8 | 20.9 | |
| DENet*Backbone=ResNet-502021.10 | 27 | 32.7 | 22.4 | 17.9 | 19.9 | 14.6 | 20.5 | 14 | 23.9 | 18.4 | |
| PPNetBackbone=ResNet-502021.10 | 25.6 | 30.8 | 23 | 17.3 | 21.3 | 15.5 | 17.9 | 13.4 | 23.3 | 18 | |
| PPNet(w/o U)Backbone=ResNet-502021.10 | 24.3 | 29.1 | 22.3 | 16.8 | 21.1 | 14.3 | 16.4 | 12.8 | 22.2 | 17.1 | |
| PANetBackbone=ResNet-502021.10 | 22.1 | 27.2 | 21.5 | 16 | 19.7 | 14.1 | 15.4 | 11.9 | 20.9 | 16 |