Few-shot Segmentation on COCO-20² (test)
47.9mIoUVAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VATBackbone=ResNet50, Shots=5-shot2021.12 | 47.9 | 72.4 | |
| HSNetBackbone=ResNet50, Shots=5-shot2021.12 | 46.9 | 70.7 | |
| CyCTRBackbone=ResNet50, Shots=5-shot2021.12 | 45.6 | — | |
| ASGNetBackbone=ResNet50, Shots=5-shot2021.12 | 42.5 | — | |
| RePRIBackbone=ResNet50, Shots=5-shot2021.12 | 41.6 | — | |
| VATBackbone=ResNet50, Shots=1-shot2021.12 | 41.3 | 68.8 | |
| CyCTRBackbone=ResNet50, Shots=1-shot2021.12 | 40.3 | — | |
| HSNetBackbone=ResNet50, Shots=1-shot2021.12 | 39.2 | 68.2 | |
| PFENetBackbone=ResNet50, Shots=5-shot2021.12 | 39 | — | |
| PFENetBackbone=ResNet50, Shots=1-shot2021.12 | 35.8 | — | |
| RPMMBackbone=ResNet50, Shots=5-shot2021.12 | 35.5 | — | |
| ASGNetBackbone=ResNet50, Shots=1-shot2021.12 | 34.6 | 60.4 | |
| PMMBackbone=ResNet50, Shots=5-shot2021.12 | 34.3 | — | |
| RePRIBackbone=ResNet50, Shots=1-shot2021.12 | 34.1 | — | |
| RPMMBackbone=ResNet50, Shots=1-shot2021.12 | 30.6 | — | |
| PMMBackbone=ResNet50, Shots=1-shot2021.12 | 29.6 | — |