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ResearchFormerly WizWand

Cross-Domain Few-Shot Semantic Segmentation on FSS-1000 (Target) using DeepGlobe (Source)

82.61mIoU MeanFSS-TIs
68.3172.022575.73579.4475Sep 1, 2025
Updated 5mo ago

Evaluation results

MethodLinks
FSS-TIsBackbone=ResNet50, Shots=5-shot2025.0982.610.74
DMTNetBackbone=ResNet50, Shots=5-shot2025.0980.360.91
IFABackbone=ResNet50, Shots=5-shot2025.0980.250.96
PATNetBackbone=ResNet50, Shots=5-shot2025.0979.371.32
FSS-TIsBackbone=ResNet50, Shots=1-shot2025.0979.190.96
PMNetBackbone=ResNet50, Shots=5-shot2025.0979.041.18
DR-AdapterBackbone=ResNet50, Shots=5-shot2025.0978.381.17
DMTNetBackbone=ResNet50, Shots=1-shot2025.0977.561.18
IFABackbone=ResNet50, Shots=1-shot2025.0977.511.24
PMNetBackbone=ResNet50, Shots=1-shot2025.0976.941.27
ABCDFSSBackbone=ResNet50, Shots=5-shot2025.0976.24.79
APM-MBackbone=ResNet50, Shots=5-shot2025.0976.111.08
PATNetBackbone=ResNet50, Shots=1-shot2025.0976.021.46
DR-AdapterBackbone=ResNet50, Shots=1-shot2025.0974.631.25
ABCDFSSBackbone=ResNet50, Shots=1-shot2025.0974.64.84
APM-MBackbone=ResNet50, Shots=1-shot2025.0974.031.23
FSS-TIsBackbone=Vgg-16, Shots=5-shot2025.0973.860.83
PATNetBackbone=Vgg-16, Shots=5-shot2025.0973.021.18
DMTNetBackbone=Vgg-16, Shots=5-shot2025.0972.210.96
FSS-TIsBackbone=Vgg-16, Shots=1-shot2025.0969.780.94
DMTNetBackbone=Vgg-16, Shots=1-shot2025.0969.291.04
PATNetBackbone=Vgg-16, Shots=1-shot2025.0968.861.31