Semantic Segmentation on FSS-1000 Target Dataset PASCAL VOC Source
82.6mIoUFSS-TIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSS-TIsBackbone=ResNet50, Shot=5-shot2025.09 | 82.6 | 0.61 | |
| PMNetBackbone=ResNet50, Shot=5-shot2025.09 | 81.23 | 0.67 | |
| IFABackbone=ResNet50, Shot=5-shot2025.09 | 80.31 | 0.79 | |
| DMTNetBackbone=ResNet50, Shot=5-shot2025.09 | 79.87 | 0.85 | |
| FSS-TIsBackbone=ResNet50, Shot=1-shot2025.09 | 79.37 | 0.84 | |
| PATNetBackbone=ResNet50, Shot=5-shot2025.09 | 78.43 | 0.89 | |
| DR-AdapterBackbone=ResNet50, Shot=5-shot2025.09 | 78.42 | 0.96 | |
| IFABackbone=ResNet50, Shot=1-shot2025.09 | 77.64 | 1.05 | |
| PMNetBackbone=ResNet50, Shot=1-shot2025.09 | 77.33 | 0.94 | |
| DMTNetBackbone=ResNet50, Shot=1-shot2025.09 | 76.53 | 1.01 | |
| APM-MBackbone=ResNet50, Shot=5-shot2025.09 | 76.27 | 0.82 | |
| ABCDFSSBackbone=ResNet50, Shot=5-shot2025.09 | 76.2 | 4.79 | |
| DR-AdapterBackbone=ResNet50, Shot=1-shot2025.09 | 75.73 | 0.98 | |
| PATNetBackbone=ResNet50, Shot=1-shot2025.09 | 75.56 | 0.93 | |
| ABCDFSSBackbone=ResNet50, Shot=1-shot2025.09 | 74.6 | 4.84 | |
| APM-MBackbone=ResNet50, Shot=1-shot2025.09 | 74.29 | 0.93 | |
| FSS-TIsBackbone=Vgg-16, Shot=5-shot2025.09 | 74.13 | 0.74 | |
| PATNetBackbone=Vgg-16, Shot=5-shot2025.09 | 73.44 | 0.85 | |
| DMTNetBackbone=Vgg-16, Shot=5-shot2025.09 | 72.47 | 0.93 | |
| FSS-TIsBackbone=Vgg-16, Shot=1-shot2025.09 | 70.16 | 0.86 | |
| DMTNetBackbone=Vgg-16, Shot=1-shot2025.09 | 69.66 | 0.95 | |
| PATNetBackbone=Vgg-16, Shot=1-shot2025.09 | 69.32 | 0.97 |