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ResearchFormerly WizWand

Change Detection on WHU building change detection (test)

58.22IoU (xView2 pre-disaster)ChangeStar
30.597637.768844.9452.1112Aug 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ChangeStarSegmentation Model=FarSeg, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0858.2273.5939.0256.14
ChangeStarSegmentation Model=DeepLab v3, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0856.8572.4935.5752.48
ChangeStarSegmentation Model=PSPNet, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.16, ∆MAdds (B)=0.632021.0856.4472.1525.5640.72
ChangeStarSegmentation Model=Semantic FPN, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0855.3771.2737.6354.68
ChangeStarSegmentation Model=DeepLab v3+, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0852.0168.4338.4255.51
PCCSegmentation Model=Semantic FPN, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0838.6655.7627.643.26
PCCSegmentation Model=PSPNet, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0837.4654.5121.3935.25
PCCSegmentation Model=DeepLab v3+, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0835.7552.682338.58
PCCSegmentation Model=DeepLab v3, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0832.4649.0133.0849.72
PCCSegmentation Model=FarSeg, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0831.6648.0927.6943.37