Semantic Segmentation on Chest X-Ray Target Dataset PASCAL VOC Source
81.23mIoUFSS-TIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSS-TIsBackbone=ResNet50, Shot=5-shot2025.09 | 81.23 | 2.08 | |
| ABCDFSSBackbone=ResNet50, Shot=5-shot2025.09 | 79.49 | 7.66 | |
| DR-AdapterBackbone=ResNet50, Shot=5-shot2025.09 | 79.49 | 2.47 | |
| APM-MBackbone=ResNet50, Shot=5-shot2025.09 | 79.02 | 2.88 | |
| FSS-TIsBackbone=ResNet50, Shot=1-shot2025.09 | 78.66 | 2.14 | |
| IFABackbone=ResNet50, Shot=5-shot2025.09 | 78.61 | 2.75 | |
| DMTNetBackbone=ResNet50, Shot=5-shot2025.09 | 78.39 | 2.12 | |
| DR-AdapterBackbone=ResNet50, Shot=1-shot2025.09 | 77.45 | 2.85 | |
| ABCDFSSBackbone=ResNet50, Shot=1-shot2025.09 | 76.73 | 7.92 | |
| DMTNetBackbone=ResNet50, Shot=1-shot2025.09 | 76.52 | 2.17 | |
| IFABackbone=ResNet50, Shot=1-shot2025.09 | 76.33 | 2.87 | |
| APM-MBackbone=ResNet50, Shot=1-shot2025.09 | 75.71 | 2.49 | |
| PMNetBackbone=ResNet50, Shot=5-shot2025.09 | 74 | 2.67 | |
| FSS-TIsBackbone=Vgg-16, Shot=5-shot2025.09 | 71.54 | 2.68 | |
| PMNetBackbone=ResNet50, Shot=1-shot2025.09 | 70.4 | 2.94 | |
| PATNetBackbone=ResNet50, Shot=5-shot2025.09 | 70.2 | 2.63 | |
| DMTNetBackbone=Vgg-16, Shot=5-shot2025.09 | 70.05 | 3.39 | |
| FSS-TIsBackbone=Vgg-16, Shot=1-shot2025.09 | 67.16 | 2.82 | |
| PATNetBackbone=ResNet50, Shot=1-shot2025.09 | 66.61 | 2.88 | |
| DMTNetBackbone=Vgg-16, Shot=1-shot2025.09 | 65.26 | 3.43 | |
| PATNetBackbone=Vgg-16, Shot=5-shot2025.09 | 58.22 | 2.85 | |
| PATNetBackbone=Vgg-16, Shot=1-shot2025.09 | 55.19 | 2.94 |