2-way Few-Shot Semantic Segmentation on PASCAL-5i (fold-2)
59.9mIoUPPNet
Evaluation Results
| Method | Links | |
|---|---|---|
| PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 59.9 | |
| PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 59.5 | |
| DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 58.7 | |
| DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 55.7 | |
| MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 55.6 | |
| PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 52.3 | |
| MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 49.2 | |
| PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 47.7 | |
| PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 45.8 | |
| PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 43.4 |