RGB-D Salient Object Detection on DES (test)
0.945S_alphaGenerative Vision Transformer
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Generative Vision TransformerBackbone=Swin-Transformer2021.12 | 0.945 | — | — | — | — | — | — | 0.016 | 0.928 | 0.971 | |
| VST2021.12 | 0.943 | — | — | — | — | — | — | 0.017 | 0.92 | 0.965 | |
| UCNet2021.12 | 0.934 | — | — | — | — | — | — | 0.019 | 0.919 | 0.967 | |
| BBSNet2021.12 | 0.933 | — | — | — | — | — | — | 0.021 | 0.91 | 0.949 | |
| BBS-NetEfficient version=false2020.07 | 0.933 | 0.927 | — | — | 0.966 | — | — | 0.021 | — | — | |
| BiANetVenue=20202020.04 | 0.931 | 0.926 | 0.91 | 0.915 | 0.971 | 0.948 | 0.975 | 0.021 | — | — | |
| BiaNet2021.12 | 0.931 | — | — | — | — | — | — | 0.021 | 0.91 | 0.948 | |
| JLDCF2021.12 | 0.931 | — | — | — | — | — | — | 0.021 | 0.907 | 0.959 | |
| BBS-NetEfficient version=true2020.07 | 0.93 | 0.921 | — | — | 0.965 | — | — | 0.022 | — | — | |
| DSA2F2021.12 | 0.92 | — | — | — | — | — | — | 0.021 | 0.896 | 0.962 | |
| CoNet2021.12 | 0.906 | — | — | — | — | — | — | 0.026 | 0.88 | 0.939 | |
| DMRAVenue=ICCV192020.04 | 0.9 | 0.888 | 0.873 | 0.866 | 0.943 | 0.933 | 0.944 | 0.03 | — | — | |
| DMRA2020.07 | 0.9 | 0.888 | — | — | 0.943 | — | — | 0.03 | — | — | |
| D3NetVenue=arXiv192020.04 | 0.898 | 0.88 | 0.851 | 0.863 | 0.935 | 0.902 | 0.946 | 0.033 | — | — | |
| CPFP2020.07 | 0.872 | 0.846 | — | — | 0.923 | — | — | 0.038 | — | — | |
| CTMF2020.07 | 0.863 | 0.844 | — | — | 0.932 | — | — | 0.055 | — | — | |
| TANet2020.07 | 0.858 | 0.827 | — | — | 0.91 | — | — | 0.046 | — | — | |
| MMCI2020.07 | 0.848 | 0.822 | — | — | 0.928 | — | — | 0.065 | — | — | |
| PCF2020.07 | 0.842 | 0.804 | — | — | 0.893 | — | — | 0.049 | — | — | |
| AFNet2020.07 | 0.77 | 0.728 | — | — | 0.881 | — | — | 0.068 | — | — | |
| DF2020.07 | 0.752 | 0.766 | — | — | 0.87 | — | — | 0.093 | — | — | |
| MDSF2020.07 | 0.741 | 0.746 | — | — | 0.851 | — | — | 0.122 | — | — | |
| SE2020.07 | 0.741 | 0.741 | — | — | 0.856 | — | — | 0.09 | — | — | |
| ACSD2020.07 | 0.728 | 0.756 | — | — | 0.85 | — | — | 0.169 | — | — | |
| CDCP2020.07 | 0.709 | 0.631 | — | — | 0.811 | — | — | 0.115 | — | — | |
| DCMC2020.07 | 0.707 | 0.666 | — | — | 0.773 | — | — | 0.111 | — | — | |
| LBE2020.07 | 0.703 | 0.788 | — | — | 0.89 | — | — | 0.208 | — | — | |
| CDB2020.07 | 0.645 | 0.723 | — | — | 0.83 | — | — | 0.1 | — | — | |
| GP2020.07 | 0.636 | 0.597 | — | — | 0.67 | — | — | 0.168 | — | — | |
| DESM2020.07 | 0.622 | 0.765 | — | — | 0.868 | — | — | 0.299 | — | — | |
| LHM2020.07 | 0.578 | 0.511 | — | — | 0.653 | — | — | 0.114 | — | — |