Semantic Segmentation on COCO-20i 1-way 1-shot
51.1Fold 1 ScoreMiningFSS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MiningFSSBackbone=ResNet-101, Params=27.7 M, unlabeled=true2021.03 | 51.1 | 38.7 | 28.5 | 31.6 | 37.5 | |
| MiningFSSBackbone=ResNet-101, Params=27.7 M, unlabeled=false2021.03 | 50.2 | 37.8 | 27.1 | 30.4 | 36.4 | |
| MiningFSSBackbone=ResNet-50, Params=8.7 M, unlabeled=true2021.03 | 48 | 36.6 | 27.4 | 28.2 | 35.1 | |
| MiningFSSBackbone=ResNet-50, Params=8.7 M, unlabeled=false2021.03 | 46.8 | 35.3 | 26.2 | 27.1 | 33.9 | |
| PPNetBackbone=ResNet-50, Params=31.5 M2021.03 | 36.5 | 26.5 | 26 | 19.7 | 27.2 | |
| PFENetBackbone=ResNet-101, Params=53.4 M2021.03 | 34.3 | 33 | 32.3 | 30.1 | 32.4 | |
| PANetBackbone=ResNet-50, Params=23.5 M2021.03 | 31.5 | 22.6 | 21.5 | 16.2 | 23 | |
| PMMsBackbone=ResNet-101, Params=38.6 M2021.03 | 29.5 | 36.8 | 28.9 | 27 | 30.6 |