Few-shot Segmentation on Pascal-5^i 2-way 1-shot
48.5Score (S=0)ASNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ASNetBackbone=ResNet-1012022.03 | 48.5 | 56.3 | 40 | 50 | 48.9 | |
| HSNetBackbone=ResNet-1012022.03 | 40.9 | 52 | 36.4 | 47.8 | 44.3 | |
| PANetBackbone=ResNet-1012022.03 | 37.4 | 49.1 | 33.1 | 39.7 | 39.8 | |
| CSTps-mask=true, learnable parameters=0.4M2023.07 | 35.7 | 36 | 26.8 | 29.1 | 31.9 | |
| PFENetBackbone=ResNet-1012022.03 | 31.2 | 47.2 | 28.9 | 33.5 | 35.2 | |
| DINOtraining=none, learnable parameters=02023.07 | 12.8 | 12.9 | 10 | 9.9 | 11.4 | |
| CST (image)ps-mask=false, learnable parameters=0.4M2023.07 | 11.9 | 20.5 | 15 | 16.6 | 15.7 | |
| HSNetps-mask=false, learnable parameters=2.6M2023.07 | 11 | 23.4 | 15.4 | 17 | 17.7 | |
| ASNetps-mask=false, learnable parameters=1.3M2023.07 | 10.3 | 20.7 | 12.6 | 15.9 | 14.9 |