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ResearchFormerly WizWand

Cross-Domain Few-Shot Semantic Segmentation on Chest X-Ray (Target) vs DeepGlobe (Source)

81.07Mean mIoUFSS-TIs
53.61460.74267.8774.998Sep 1, 2025
Updated 5mo ago

Evaluation results

MethodLinks
FSS-TIsBackbone=ResNet50, Shots=5-shot2025.0981.072.13
DR-AdapterBackbone=ResNet50, Shots=5-shot2025.0979.522.82
ABCDFSSBackbone=ResNet50, Shots=5-shot2025.0979.497.66
FSS-TIsBackbone=ResNet50, Shots=1-shot2025.0978.612.17
APM-MBackbone=ResNet50, Shots=5-shot2025.0978.442.79
IFABackbone=ResNet50, Shots=5-shot2025.0977.922.59
DR-AdapterBackbone=ResNet50, Shots=1-shot2025.0977.252.93
DMTNetBackbone=ResNet50, Shots=5-shot2025.0977.012.26
ABCDFSSBackbone=ResNet50, Shots=1-shot2025.0976.737.92
IFABackbone=ResNet50, Shots=1-shot2025.0976.112.76
DMTNetBackbone=ResNet50, Shots=1-shot2025.0975.522.66
APM-MBackbone=ResNet50, Shots=1-shot2025.0975.22.76
FSS-TIsBackbone=Vgg-16, Shots=5-shot2025.0970.992.64
DMTNetBackbone=Vgg-16, Shots=5-shot2025.0969.962.79
PMNetBackbone=ResNet50, Shots=5-shot2025.0969.482.18
PATNetBackbone=ResNet50, Shots=5-shot2025.0968.342.14
FSS-TIsBackbone=Vgg-16, Shots=1-shot2025.0966.932.77
PMNetBackbone=ResNet50, Shots=1-shot2025.0965.772.43
PATNetBackbone=ResNet50, Shots=1-shot2025.0964.892.79
DMTNetBackbone=Vgg-16, Shots=1-shot2025.0964.612.85
PATNetBackbone=Vgg-16, Shots=5-shot2025.0957.712.99
PATNetBackbone=Vgg-16, Shots=1-shot2025.0954.673.16