Semantic Segmentation on PASCAL-5i 1-way 5-shot VOC 2012
57.3Mean Performance (PASCAL-5i)RPMMs
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RPMMsBackbone=Resnet50, Shot setting=5-shot, 1-way task setting=true2020.08 | 57.3 | 56.28 | 67.34 | 54.52 | 51 | |
| PMMsBackbone=Resnet50, Shot setting=5-shot, 1-way task setting=true2020.08 | 56.81 | 55.03 | 68.22 | 52.89 | 51.11 | |
| CANetBackbone=Resnet50, Shot setting=5-shot, 1-way task setting=true2020.08 | 55.8 | — | — | — | — | |
| PANetBackbone=VGG16, Shot setting=5-shot, 1-way task setting=true2020.08 | 55.7 | 51.8 | 64.6 | 59.8 | 46.05 | |
| FWBBackbone=VGG16, Shot setting=5-shot, 1-way task setting=true2020.08 | 55.08 | 50.87 | 62.86 | 56.48 | 50.09 | |
| RPMMsBackbone=VGG16, Shot setting=5-shot, 1-way task setting=true2020.08 | 54.01 | 50 | 66.46 | 51.94 | 47.64 | |
| SG-OneBackbone=VGG16, Shot setting=5-shot, 1-way task setting=true2020.08 | 47.1 | 41.9 | 58.6 | 48.6 | 39.4 | |
| OSLSMBackbone=VGG16, Shot setting=5-shot, 1-way task setting=true2020.08 | 43.95 | 35.9 | 58.1 | 42.7 | 39.1 |