1-way Few-shot Semantic Segmentation on COCO-20i (split-A)
48.88mIoU (Fold 1)PPNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PPNetBackbone=ResNet-50, Shots=5-shot2020.07 | 48.88 | 31.36 | 36.02 | 30.64 | 36.73 | |
| PPNet (w/o SU)Backbone=ResNet-50, Shots=5-shot2020.07 | 48.3 | 30.9 | 35.65 | 30.2 | 36.24 | |
| PANet*Backbone=ResNet-50, Shots=5-shot2020.07 | 45.85 | 29.15 | 30.59 | 29.59 | 33.8 | |
| PANetBackbone=VGG16, Shots=5-shot2020.07 | 39.43 | 28.3 | 28.2 | 22.7 | 29.7 | |
| PPNetBackbone=ResNet-50, Shots=1-shot2020.07 | 36.48 | 26.53 | 25.99 | 19.65 | 27.16 | |
| PPNet (w/o SU)Backbone=ResNet-50, Shots=1-shot2020.07 | 34.53 | 25.44 | 24.33 | 18.57 | 25.71 | |
| PANet*Backbone=ResNet-50, Shots=1-shot2020.07 | 31.5 | 22.58 | 21.5 | 16.2 | 22.95 | |
| PANetBackbone=VGG16, Shots=1-shot2020.07 | 28.7 | 21.2 | 19.1 | 14.8 | 20.9 |