RGB-D Salient Object Detection on STERE (test)
0.931S-measure (Sα)VSCode-S
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VSCode-SParams (M)=74.72, Backbone=Swin-S2023.11 | 0.931 | — | 0.928 | — | — | 0.958 | — | — | |
| VSCode-TParams (M)=54.09, Backbone=Swin-T2023.11 | 0.928 | — | 0.926 | — | — | 0.957 | — | — | |
| CMINetParams (M)=188.122023.11 | 0.918 | — | 0.916 | — | — | 0.951 | — | — | |
| VST-T++Params (M)=100.51, Backbone=Swin-T2023.11 | 0.916 | — | 0.911 | — | — | 0.95 | — | — | |
| CAVERParams (M)=55.792023.11 | 0.914 | — | 0.911 | — | — | 0.951 | — | — | |
| VSTParams (M)=53.832023.11 | 0.913 | — | 0.907 | — | — | 0.951 | — | — | |
| RD3DPublication Venue=Ours2021.01 | 0.911 | 0.906 | — | — | 0.947 | — | — | 0.037 | |
| BBS-NetEfficient version=false2020.07 | 0.908 | 0.903 | — | — | 0.942 | — | — | 0.041 | |
| CoNetPublication Venue=CVPR202021.01 | 0.908 | 0.905 | — | — | 0.949 | — | — | 0.04 | |
| SPSN2023.11 | 0.907 | — | 0.902 | — | — | 0.945 | — | — | |
| BBS-NetEfficient version=true2020.07 | 0.905 | 0.898 | — | — | 0.94 | — | — | 0.043 | |
| JLDCFPublication Venue=CVPR202021.01 | 0.905 | 0.901 | — | — | 0.946 | — | — | 0.042 | |
| BiANetVenue=20202020.04 | 0.904 | 0.898 | 0.879 | 0.873 | 0.942 | 0.926 | 0.926 | 0.043 | |
| UCNetPublication Venue=CVPR202021.01 | 0.903 | 0.899 | — | — | 0.944 | — | — | 0.039 | |
| DANetPublication Venue=ECCV202021.01 | 0.901 | 0.892 | — | — | 0.937 | — | — | 0.043 | |
| cmMSPublication Venue=ECCV202021.01 | 0.895 | 0.893 | — | — | 0.939 | — | — | 0.043 | |
| SSFPublication Venue=CVPR202021.01 | 0.893 | 0.889 | — | — | 0.936 | — | — | 0.044 | |
| D3NetVenue=arXiv192020.04 | 0.889 | 0.878 | 0.841 | 0.829 | 0.929 | 0.906 | 0.902 | 0.054 | |
| D3NetPublication Venue=TNNLS202021.01 | 0.889 | 0.878 | — | — | 0.929 | — | — | 0.054 | |
| DMRAPublication Venue=ICCV192021.01 | 0.886 | 0.886 | — | — | 0.938 | — | — | 0.047 | |
| CPFP2020.07 | 0.879 | 0.874 | — | — | 0.925 | — | — | 0.051 | |
| CPFPPublication Venue=CVPR192021.01 | 0.879 | 0.874 | — | — | 0.925 | — | — | 0.051 | |
| A2delePublication Venue=CVPR202021.01 | 0.879 | 0.879 | — | — | 0.928 | — | — | 0.044 | |
| PCF2020.07 | 0.875 | 0.86 | — | — | 0.925 | — | — | 0.064 | |
| PCFPublication Venue=CVPR182021.01 | 0.875 | 0.86 | — | — | 0.925 | — | — | 0.064 | |
| MMCI2020.07 | 0.873 | 0.863 | — | — | 0.927 | — | — | 0.068 | |
| MMCIPublication Venue=PR192021.01 | 0.873 | 0.863 | — | — | 0.927 | — | — | 0.068 | |
| TANet2020.07 | 0.871 | 0.861 | — | — | 0.923 | — | — | 0.06 | |
| CTMF2020.07 | 0.848 | 0.831 | — | — | 0.912 | — | — | 0.086 | |
| CTMFPublication Venue=TOC182021.01 | 0.848 | 0.831 | — | — | 0.912 | — | — | 0.086 | |
| DMRAVenue=ICCV192020.04 | 0.835 | 0.847 | 0.837 | 0.844 | 0.911 | 0.879 | 0.9 | 0.066 | |
| DMRA2020.07 | 0.835 | 0.847 | — | — | 0.911 | — | — | 0.066 | |
| AFNet2020.07 | 0.825 | 0.823 | — | — | 0.887 | — | — | 0.075 | |
| AFNetPublication Venue=Access192021.01 | 0.825 | 0.823 | — | — | 0.887 | — | — | 0.075 | |
| DF2020.07 | 0.757 | 0.757 | — | — | 0.847 | — | — | 0.141 | |
| DCMC2020.07 | 0.731 | 0.74 | — | — | 0.819 | — | — | 0.148 | |
| MDSF2020.07 | 0.728 | 0.719 | — | — | 0.809 | — | — | 0.176 | |
| CDCP2020.07 | 0.713 | 0.664 | — | — | 0.786 | — | — | 0.149 | |
| SE2020.07 | 0.708 | 0.755 | — | — | 0.846 | — | — | 0.143 | |
| ACSD2020.07 | 0.692 | 0.669 | — | — | 0.806 | — | — | 0.2 | |
| LBE2020.07 | 0.66 | 0.633 | — | — | 0.787 | — | — | 0.25 | |
| DESM2020.07 | 0.642 | 0.7 | — | — | 0.811 | — | — | 0.295 | |
| CDB2020.07 | 0.615 | 0.717 | — | — | 0.823 | — | — | 0.166 | |
| GP2020.07 | 0.588 | 0.671 | — | — | 0.743 | — | — | 0.182 | |
| LHM2020.07 | 0.562 | 0.683 | — | — | 0.771 | — | — | 0.172 |