Semantic Segmentation on PASCAL-5i (4-Fold Scores Reported)
63.1PASCAL-5i Fold 0 ScorePFENet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PFENetBackbone=ResNet-50, Shots=5-shot2021.08 | 63.1 | 70.7 | 55.8 | 57.9 | 61.9 | |
| PFENetBackbone=ResNet-101, Shots=5-shot2021.08 | 62.8 | 70.4 | 54.9 | 57.6 | 61.4 | |
| CWTBackbone=ResNet-101, Shots=5-shot2021.08 | 62.6 | 70.2 | 68.8 | 57.2 | 64.7 | |
| PFENetBackbone=ResNet-50, Shots=1-shot2021.08 | 61.7 | 69.5 | 55.4 | 56.3 | 60.8 | |
| CWTBackbone=ResNet-50, Shots=5-shot2021.08 | 61.3 | 68.5 | 68.5 | 56.6 | 63.7 | |
| PFENetBackbone=ResNet-101, Shots=1-shot2021.08 | 60.5 | 69.4 | 54.4 | 55.9 | 60.1 | |
| PPNetBackbone=ResNet-50, Shots=5-shot2021.08 | 58.4 | 67.8 | 64.9 | 56.7 | 62 | |
| DANBackbone=ResNet-101, Shots=5-shot2021.08 | 57.9 | 69 | 60.1 | 54.9 | 60.5 | |
| PGNetBackbone=ResNet-50, Shots=5-shot2021.08 | 57.7 | 68.7 | 52.9 | 54.6 | 58.5 | |
| CWTBackbone=ResNet-101, Shots=1-shot2021.08 | 56.9 | 65.2 | 61.2 | 48.8 | 58 | |
| CWTBackbone=ResNet-50, Shots=1-shot2021.08 | 56.3 | 62 | 59.9 | 47.2 | 56.4 | |
| RPMMsBackbone=ResNet-50, Shots=5-shot2021.08 | 56.3 | 67.3 | 54.5 | 51 | 57.3 | |
| PGNetBackbone=ResNet-50, Shots=1-shot2021.08 | 56 | 66.9 | 50.6 | 50.4 | 56 | |
| CANetBackbone=ResNet-50, Shots=5-shot2021.08 | 55.5 | 67.8 | 51.9 | 53.2 | 57.1 | |
| RPMMsBackbone=ResNet-50, Shots=1-shot2021.08 | 55.2 | 66.9 | 52.6 | 50.7 | 56.3 | |
| FWBBackbone=ResNet-101, Shots=5-shot2021.08 | 54.9 | 67.4 | 62.2 | 55.3 | 59.9 | |
| DANBackbone=ResNet-101, Shots=1-shot2021.08 | 54.7 | 68.6 | 57.8 | 51.6 | 58.2 | |
| CANetBackbone=ResNet-50, Shots=1-shot2021.08 | 52.5 | 65.9 | 51.3 | 51.9 | 55.4 | |
| FWBBackbone=ResNet-101, Shots=1-shot2021.08 | 51.3 | 64.5 | 56.7 | 52.2 | 56.2 | |
| PPNetBackbone=ResNet-50, Shots=1-shot2021.08 | 47.8 | 58.8 | 53.8 | 45.6 | 51.5 |