Salient Object Detection on DUT-RGBD 55 (test)
0.079M ScoreDSNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSNetBackbone=Res502026.03 | 0.079 | 0.821 | 0.886 | 0.841 | 0.774 | |
| DCFNetBackbone=Res50, #Param (M)=108.5, FLOPs (G)=107.82026.03 | 0.071 | 0.835 | 0.891 | 0.836 | 0.766 | |
| HINetBackbone=Res50, #Param (M)=98.9, FLOPs (G)=389.72026.03 | 0.054 | 0.873 | 0.921 | 0.884 | 0.826 | |
| CAVERBackbone=Res50, #Param (M)=55.5, FLOPs (G)=44.32026.03 | 0.042 | 0.904 | 0.937 | 0.903 | 0.874 | |
| CFIDNetBackbone=Res50, #Param (M)=53.9, FLOPs (G)=42.92026.03 | 0.039 | 0.92 | 0.944 | 0.916 | 0.887 | |
| DIGRNetBackbone=Res50, #Param (M)=201.8, FLOPs (G)=68.22026.03 | 0.033 | 0.938 | 0.951 | 0.926 | 0.898 | |
| CIRNetBackbone=Res50, #Param (M)=103.1, FLOPs (G)=22.52026.03 | 0.031 | 0.94 | 0.958 | 0.932 | 0.904 | |
| RD3D+Backbone=Res50, #Param (M)=28.9, FLOPs (G)=43.32026.03 | 0.031 | 0.944 | 0.96 | 0.936 | 0.908 | |
| LAFBBackbone=Res50, #Param (M)=451.8, FLOPs (G)=137.62026.03 | 0.03 | 0.935 | 0.959 | 0.927 | 0.909 | |
| C2DFNetBackbone=Res50, #Param (M)=47.5, FLOPs (G)=22.12026.03 | 0.026 | 0.943 | 0.963 | 0.933 | 0.918 | |
| STENetBackbone=Res50, #Param (M)=56.4, FLOPs (G)=25.52026.03 | 0.026 | 0.944 | 0.966 | 0.935 | 0.922 | |
| SwinNetBackbone=SwinB, #Param (M)=198.7, FLOPs (G)=124.32026.03 | 0.021 | 0.958 | 0.973 | 0.948 | 0.933 | |
| PICRNetBackbone=SwinB, #Param (M)=106.8, FLOPs (G)=121.32026.03 | 0.021 | 0.953 | 0.97 | 0.943 | 0.933 | |
| CATNetBackbone=SwinB, #Param (M)=262.6, FLOPs (G)=341.82026.03 | 0.02 | 0.96 | 0.974 | 0.953 | 0.942 | |
| CPNetBackbone=SwinB, #Param (M)=216.5, FLOPs (G)=129.32026.03 | 0.019 | 0.961 | 0.976 | 0.951 | 0.948 | |
| STENetBackbone=SwinB, #Param (M)=180.5, FLOPs (G)=118.32026.03 | 0.018 | 0.961 | 0.979 | 0.95 | 0.952 |