2-way Few-Shot Semantic Segmentation on PASCAL-5i (fold-1)
70mIoU (Variant)MFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 70 | 70.9 | |
| MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 66.8 | 68 | |
| PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 62.2 | 67.3 | |
| DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 62.1 | 67.2 | |
| DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 61.9 | 63.3 | |
| PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 61.7 | 66.4 | |
| PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 60 | 64.8 | |
| PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 53.5 | 58.3 | |
| PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 53 | 58 | |
| PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 51.5 | 56.3 |