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ResearchFormerly WizWand

Change Detection on LEVIR-CD all (test)

65.71IoU (xView2 pre-disaster)ChangeStar
54.332457.286260.2463.1938Aug 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ChangeStarSegmentation Model=FarSeg, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0865.7179.3130.4246.65
ChangeStarSegmentation Model=Semantic FPN, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0865.2178.9425.8641.1
ChangeStarSegmentation Model=PSPNet, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.16, ∆MAdds (B)=0.632021.0861.6376.2615.2526.47
ChangeStarSegmentation Model=DeepLab v3, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0860.9475.7315.9227.46
ChangeStarSegmentation Model=DeepLab v3+, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.0857.9673.3822.2236.36
PCCSegmentation Model=Semantic FPN, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0856.1971.957.0913.25
PCCSegmentation Model=PSPNet, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0855.8771.6910.1918.5
PCCSegmentation Model=DeepLab v3+, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0855.5171.389.817.85
PCCSegmentation Model=FarSeg, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0855.0971.047.9714.77
PCCSegmentation Model=DeepLab v3, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.0854.7770.7813.7824.23