Change Detection on WHU building change detection (test)
58.22IoU (xView2 pre-disaster)ChangeStar
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChangeStarSegmentation Model=FarSeg, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 58.22 | 73.59 | 39.02 | 56.14 | |
| ChangeStarSegmentation Model=DeepLab v3, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 56.85 | 72.49 | 35.57 | 52.48 | |
| ChangeStarSegmentation Model=PSPNet, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.16, ∆MAdds (B)=0.632021.08 | 56.44 | 72.15 | 25.56 | 40.72 | |
| ChangeStarSegmentation Model=Semantic FPN, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 55.37 | 71.27 | 37.63 | 54.68 | |
| ChangeStarSegmentation Model=DeepLab v3+, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 52.01 | 68.43 | 38.42 | 55.51 | |
| PCCSegmentation Model=Semantic FPN, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 38.66 | 55.76 | 27.6 | 43.26 | |
| PCCSegmentation Model=PSPNet, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 37.46 | 54.51 | 21.39 | 35.25 | |
| PCCSegmentation Model=DeepLab v3+, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 35.75 | 52.68 | 23 | 38.58 | |
| PCCSegmentation Model=DeepLab v3, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 32.46 | 49.01 | 33.08 | 49.72 | |
| PCCSegmentation Model=FarSeg, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 31.66 | 48.09 | 27.69 | 43.37 |