2-way Few-Shot Semantic Segmentation on PASCAL-5i (Mean)
59.7mIoU (Variant)MFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 59.7 | 60.9 | |
| PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 56 | 61.3 | |
| PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 55.4 | 60.6 | |
| MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 54.5 | 55.9 | |
| DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 53.6 | 58.7 | |
| PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 52.7 | 58 | |
| DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 52.2 | 53.3 | |
| PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 46.5 | 51.7 | |
| PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 45.3 | 50.2 | |
| PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 43.9 | 48.3 |