Change Detection on LEVIR-CD all (test)
65.71IoU (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 | 65.71 | 79.31 | 30.42 | 46.65 | |
| ChangeStarSegmentation Model=Semantic FPN, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 65.21 | 78.94 | 25.86 | 41.1 | |
| ChangeStarSegmentation Model=PSPNet, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.16, ∆MAdds (B)=0.632021.08 | 61.63 | 76.26 | 15.25 | 26.47 | |
| ChangeStarSegmentation Model=DeepLab v3, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 60.94 | 75.73 | 15.92 | 27.46 | |
| ChangeStarSegmentation Model=DeepLab v3+, Components=ChangeMixin, Backbone=ResNet-50, ∆Params (M)=0.08, ∆MAdds (B)=0.332021.08 | 57.96 | 73.38 | 22.22 | 36.36 | |
| PCCSegmentation Model=Semantic FPN, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 56.19 | 71.95 | 7.09 | 13.25 | |
| PCCSegmentation Model=PSPNet, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 55.87 | 71.69 | 10.19 | 18.5 | |
| PCCSegmentation Model=DeepLab v3+, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 55.51 | 71.38 | 9.8 | 17.85 | |
| PCCSegmentation Model=FarSeg, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 55.09 | 71.04 | 7.97 | 14.77 | |
| PCCSegmentation Model=DeepLab v3, Backbone=ResNet-50, ∆Params (M)=0, ∆MAdds (B)=02021.08 | 54.77 | 70.78 | 13.78 | 24.23 |