Few-shot Semantic Segmentation on PASCAL-5^i 55 (test)
55.4Score (5^0)VAT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VATBackbone network=ResNet50, Shots=5-shot2022.07 | 55.4 | 55.3 | 54.5 | 53.9 | 54.8 | |
| VATBackbone network=ResNet50, Shots=1-shot2022.07 | 55.1 | 55.1 | 53.8 | 53.6 | 54.4 | |
| VATBackbone network=ResNet101, Shots=5-shot2022.07 | 55 | 55 | 54.5 | 54.8 | 54.8 | |
| VATBackbone network=ResNet101, Shots=1-shot2022.07 | 54.7 | 54.6 | 53.9 | 55.5 | 54.7 | |
| HSNetBackbone network=ResNet50, Shots=5-shot2022.07 | 54.6 | 55.1 | 54 | 54.2 | 54.5 | |
| HSNetBackbone network=ResNet101, Shots=5-shot2022.07 | 54.3 | 54.7 | 54.2 | 54.2 | 54.4 | |
| HSNetBackbone network=ResNet50, Shots=1-shot2022.07 | 53.9 | 54.7 | 53.3 | 53.6 | 53.9 | |
| HSNetBackbone network=ResNet101, Shots=1-shot2022.07 | 53.9 | 54.4 | 53.5 | 53.9 | 53.9 | |
| RePRIBackbone network=ResNet101, Shots=1-shot2022.07 | 47.6 | 47.6 | 41.9 | 43.3 | 45.1 | |
| RePRIBackbone network=ResNet101, Shots=5-shot2022.07 | 46.4 | 44.4 | 38.4 | 38.7 | 42 | |
| RePRIBackbone network=ResNet50, Shots=1-shot2022.07 | 45.8 | 53.7 | 46.6 | 50 | 49 | |
| RePRIBackbone network=ResNet50, Shots=5-shot2022.07 | 45.4 | 46.9 | 41.8 | 41 | 43.8 |