Saliency Object Detection on LFSD
0.901E-measure (E_xi)DMRA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DMRACategory=Deep Learning2020.08 | 0.901 | 0.847 | 0.857 | — | 0.075 | |
| JL-DCFCategory=Deep Learning, Jointly trained with RGB-D and RGB=false2020.08 | 0.901 | 0.862 | 0.866 | — | 0.071 | |
| JL-DCF*Category=Deep Learning, Jointly trained with RGB-D and RGB=true2020.08 | 0.9 | 0.863 | 0.862 | — | 0.071 | |
| DMRA2020.07 | 0.899 | 0.847 | 0.814 | 0.849 | 0.075 | |
| CoNet2020.07 | 0.897 | 0.862 | 0.819 | 0.848 | 0.071 | |
| PDNet2020.07 | 0.872 | 0.845 | 0.738 | 0.824 | 0.109 | |
| CPFPCategory=Deep Learning2020.08 | 0.872 | 0.828 | 0.826 | — | 0.088 | |
| CPFP2020.07 | 0.867 | 0.828 | 0.779 | 0.813 | 0.088 | |
| DFCategory=Traditional2020.08 | 0.865 | 0.791 | 0.817 | — | 0.138 | |
| CTMFCategory=Deep Learning2020.08 | 0.865 | 0.796 | 0.792 | — | 0.119 | |
| D3NetCategory=Deep Learning2020.08 | 0.864 | 0.832 | 0.819 | — | 0.099 | |
| DCMCCategory=Traditional2020.08 | 0.856 | 0.753 | 0.817 | — | 0.155 | |
| CTMF2020.07 | 0.851 | 0.796 | 0.7 | 0.781 | 0.12 | |
| TANetCategory=Deep Learning2020.08 | 0.847 | 0.801 | 0.796 | — | 0.111 | |
| PCA2020.07 | 0.846 | 0.8 | 0.72 | 0.794 | 0.112 | |
| TANet2020.07 | 0.845 | 0.801 | 0.723 | 0.794 | 0.111 | |
| DCMC2020.07 | 0.842 | 0.754 | 0.605 | 0.815 | 0.155 | |
| DF2020.07 | 0.841 | 0.796 | 0.645 | 0.81 | 0.142 | |
| MPCI2020.07 | 0.84 | 0.787 | 0.668 | 0.779 | 0.132 | |
| SECategory=Traditional2020.08 | 0.84 | 0.698 | 0.791 | — | 0.167 | |
| MMCICategory=Deep Learning2020.08 | 0.839 | 0.787 | 0.771 | — | 0.132 | |
| ACSDCategory=Traditional2020.08 | 0.837 | 0.734 | 0.767 | — | 0.188 | |
| PCFCategory=Deep Learning2020.08 | 0.835 | 0.794 | 0.779 | — | 0.112 | |
| MDSFCategory=Traditional2020.08 | 0.826 | 0.7 | 0.783 | — | 0.19 | |
| AFNetCategory=Deep Learning2020.08 | 0.815 | 0.738 | 0.744 | — | 0.134 | |
| LBECategory=Traditional2020.08 | 0.804 | 0.736 | 0.726 | — | 0.208 | |
| LHM2020.07 | 0.742 | 0.558 | 0.379 | 0.708 | 0.211 | |
| CDCP2020.07 | 0.737 | 0.658 | 0.524 | 0.634 | 0.199 | |
| MB2020.07 | 0.631 | 0.538 | 0.401 | 0.543 | 0.218 | |
| DES2020.07 | 0.475 | 0.44 | 0.278 | 0.228 | 0.415 |