Few-shot Image Segmentation on Pascal-5i (val)
64.55mIoU (s=0)ASGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ASGNetBackbone=ResNet101, Multi-scale inference=false2021.04 | 64.55 | 71.32 | 64.24 | 57.33 | 64.36 | 5.05 | |
| ASGNetBackbone=ResNet50, Multi-scale inference=false2021.04 | 63.66 | 70.55 | 64.17 | 57.38 | 63.94 | 4.65 | |
| PFENetBackbone=ResNet50, Multi-scale inference=false2021.04 | 63.1 | 70.7 | 55.8 | 57.9 | 61.9 | 1.1 | |
| PFENetBackbone=ResNet101, Multi-scale inference=false2021.04 | 62.8 | 70.4 | 54.9 | 57.6 | 61.4 | 1.3 | |
| PPNetBackbone=ResNet50, Multi-scale inference=false2021.04 | 58.39 | 67.83 | 64.88 | 56.73 | 61.96 | 10.46 | |
| DANBackbone=ResNet101, Multi-scale inference=true2021.04 | 57.9 | 69 | 60.1 | 54.9 | 60.5 | 2.3 | |
| PGNetBackbone=ResNet50, Multi-scale inference=true2021.04 | 57.7 | 68.7 | 52.9 | 54.6 | 58.5 | 2.5 | |
| SimPropNetBackbone=ResNet50, Multi-scale inference=false2021.04 | 57.2 | 68.5 | 58.4 | 56.05 | 60.04 | 2.85 | |
| RPMMsBackbone=ResNet50, Multi-scale inference=false2021.04 | 56.28 | 67.34 | 54.52 | 51 | 57.3 | 0.96 | |
| CANetBackbone=ResNet50, Multi-scale inference=true2021.04 | 55.5 | 67.8 | 51.9 | 53.2 | 57.1 | 1.7 | |
| FWBBackbone=ResNet101, Multi-scale inference=false2021.04 | 54.84 | 67.38 | 62.16 | 55.3 | 59.92 | 3.73 | |
| PANetBackbone=VGG-16, Multi-scale inference=false2021.04 | 51.8 | 64.6 | 59.8 | 46.5 | 55.7 | 7.6 | |
| FWBBackbone=VGG-16, Multi-scale inference=false2021.04 | 50.87 | 62.86 | 56.48 | 50.09 | 55.08 | 3.18 | |
| SG-OneBackbone=VGG-16, Multi-scale inference=false2021.04 | 41.9 | 58.6 | 48.6 | 39.4 | 47.1 | 0.8 | |
| AMPBackbone=VGG-16, Multi-scale inference=false2021.04 | 40.3 | 55.3 | 49.9 | 40.1 | 46.4 | 3 | |
| co-FCNBackbone=VGG-16, Multi-scale inference=false2021.04 | 37.5 | 50 | 44.1 | 33.9 | 41.4 | 0.3 | |
| OSLSMBackbone=VGG-16, Multi-scale inference=false2021.04 | 35.9 | 58.1 | 42.7 | 39.1 | 43.95 | 3.15 |