2-way Few-Shot Semantic Segmentation on PASCAL-5i (fold-3)
54.6mIoU (asterisk)MFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 54.6 | 55.4 | |
| PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 52.5 | 58 | |
| PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 51.3 | 56.9 | |
| PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 49.9 | 54.9 | |
| MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 48.2 | 50.1 | |
| DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 48.1 | 52.7 | |
| DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 46.7 | 49.2 | |
| PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 43.4 | 48.2 | |
| PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 41.6 | 45.5 | |
| PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 41.4 | 45.7 |