Cross-Domain Few-Shot Semantic Segmentation on Chest X-Ray (Target) vs DeepGlobe (Source)
81.07Mean mIoUFSS-TIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSS-TIsBackbone=ResNet50, Shots=5-shot2025.09 | 81.07 | 2.13 | |
| DR-AdapterBackbone=ResNet50, Shots=5-shot2025.09 | 79.52 | 2.82 | |
| ABCDFSSBackbone=ResNet50, Shots=5-shot2025.09 | 79.49 | 7.66 | |
| FSS-TIsBackbone=ResNet50, Shots=1-shot2025.09 | 78.61 | 2.17 | |
| APM-MBackbone=ResNet50, Shots=5-shot2025.09 | 78.44 | 2.79 | |
| IFABackbone=ResNet50, Shots=5-shot2025.09 | 77.92 | 2.59 | |
| DR-AdapterBackbone=ResNet50, Shots=1-shot2025.09 | 77.25 | 2.93 | |
| DMTNetBackbone=ResNet50, Shots=5-shot2025.09 | 77.01 | 2.26 | |
| ABCDFSSBackbone=ResNet50, Shots=1-shot2025.09 | 76.73 | 7.92 | |
| IFABackbone=ResNet50, Shots=1-shot2025.09 | 76.11 | 2.76 | |
| DMTNetBackbone=ResNet50, Shots=1-shot2025.09 | 75.52 | 2.66 | |
| APM-MBackbone=ResNet50, Shots=1-shot2025.09 | 75.2 | 2.76 | |
| FSS-TIsBackbone=Vgg-16, Shots=5-shot2025.09 | 70.99 | 2.64 | |
| DMTNetBackbone=Vgg-16, Shots=5-shot2025.09 | 69.96 | 2.79 | |
| PMNetBackbone=ResNet50, Shots=5-shot2025.09 | 69.48 | 2.18 | |
| PATNetBackbone=ResNet50, Shots=5-shot2025.09 | 68.34 | 2.14 | |
| FSS-TIsBackbone=Vgg-16, Shots=1-shot2025.09 | 66.93 | 2.77 | |
| PMNetBackbone=ResNet50, Shots=1-shot2025.09 | 65.77 | 2.43 | |
| PATNetBackbone=ResNet50, Shots=1-shot2025.09 | 64.89 | 2.79 | |
| DMTNetBackbone=Vgg-16, Shots=1-shot2025.09 | 64.61 | 2.85 | |
| PATNetBackbone=Vgg-16, Shots=5-shot2025.09 | 57.71 | 2.99 | |
| PATNetBackbone=Vgg-16, Shots=1-shot2025.09 | 54.67 | 3.16 |