2-way Few-Shot Semantic Segmentation on PASCAL-5i (fold-0)
58.5mIoU (Variant)MFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 58.5 | 60.3 | |
| MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.10 | 53.8 | 55.1 | |
| PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 49.4 | 55.5 | |
| PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 49 | 55.3 | |
| PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 48.6 | 54.7 | |
| DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 45.5 | 52.2 | |
| DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.10 | 44.3 | 46.7 | |
| PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.10 | 41.6 | 47.4 | |
| PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 40.9 | 45.6 | |
| PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.10 | 38.9 | 42.8 |