RGB-D Co-Salient Object Detection on CoSal1k (test)
0.893S-Measure (Sm)VCP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VCPfusion=early-fusion, Model Size (MB)=19.02, Running Time (FPS)=40.42025.04 | 0.893 | 0.933 | 0.896 | 0.045 | 0.921 | 0.881 | |
| CTNetModel Size (MB)=570, Running Time (FPS)=17.542025.04 | 0.875 | 0.913 | 0.865 | 0.063 | 0.882 | 0.834 | |
| CADCdepth-aware=false, Model Size (MB)=1499, Running Time (FPS)=31.252025.04 | 0.85 | 0.892 | 0.837 | 0.077 | 0.861 | 0.802 | |
| CADC+Ddepth-aware=true, Model Size (MB)=1596, Running Time (FPS)=19.232025.04 | 0.841 | 0.885 | 0.832 | 0.09 | 0.835 | 0.779 | |
| ICNetdepth-aware=false, Model Size (MB)=70, Running Time (FPS)=76.92025.04 | 0.84 | 0.895 | 0.846 | 0.073 | 0.891 | 0.836 | |
| CoEGModel Size (MB)=69, Running Time (FPS)=0.432025.04 | 0.811 | 0.866 | 0.799 | 0.085 | 0.815 | 0.77 | |
| GCON+Ddepth-aware=true, Model Size (MB)=600, Running Time (FPS)=41.322025.04 | 0.81 | 0.861 | 0.815 | 0.08 | 0.855 | 0.81 | |
| GCONdepth-aware=false, Model Size (MB)=542, Running Time (FPS)=62.52025.04 | 0.807 | 0.864 | 0.814 | 0.083 | 0.856 | 0.809 | |
| GICDdepth-aware=false, Model Size (MB)=533, Running Time (FPS)=55.562025.04 | 0.793 | 0.846 | 0.783 | 0.09 | 0.842 | 0.778 | |
| ICNet+Ddepth-aware=true, Model Size (MB)=163, Running Time (FPS)=71.42025.04 | 0.788 | 0.844 | 0.767 | 0.093 | 0.839 | 0.754 | |
| GICD+Ddepth-aware=true, Model Size (MB)=591, Running Time (FPS)=402025.04 | 0.756 | 0.816 | 0.746 | 0.102 | 0.809 | 0.743 | |
| CBCSdepth-aware=false, Running Time (FPS)=12025.04 | 0.529 | 0.651 | 0.505 | 0.23 | 0.52 | 0.354 | |
| HSCSdepth-aware=false, Running Time (FPS)=0.122025.04 | 0.478 | 0.64 | 0.428 | 0.242 | 0.512 | 0.293 |