RGB-D Saliency Detection on DUTLF-Depth
0.024MAEVST
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VSTMACs (G)=30.99, Params (M)=83.832021.04 | 0.024 | 0.943 | 0.948 | 0.969 | |
| CoNetMACs (G)=20.89, Params (M)=43.662021.04 | 0.029 | 0.923 | 0.932 | 0.959 | |
| cmMSMACs (G)=134.77, Params (M)=92.022021.04 | 0.03 | 0.912 | 0.913 | 0.94 | |
| SSF-RGBDMACs (G)=46.56, Params (M)=32.932021.04 | 0.033 | 0.915 | 0.923 | 0.95 | |
| Cas-Gnn2021.04 | 0.033 | 0.92 | 0.926 | 0.953 | |
| ATSAMACs (G)=42.17, Params (M)=32.172021.04 | 0.036 | 0.916 | 0.928 | 0.953 | |
| PGARMACs (G)=44.65, Params (M)=16.22021.04 | 0.041 | 0.899 | 0.898 | 0.933 | |
| HDFNetMACs (G)=91.77, Params (M)=44.152021.04 | 0.041 | 0.908 | 0.915 | 0.945 | |
| JL-DCFMACs (G)=211.06, Params (M)=143.522021.04 | 0.042 | 0.906 | 0.91 | 0.941 | |
| DANetMACs (G)=66.25, Params (M)=26.682021.04 | 0.042 | 0.899 | 0.904 | 0.939 | |
| A2deleMACs (G)=41.86, Params (M)=30.342021.04 | 0.043 | 0.885 | 0.891 | 0.928 | |
| S2MAMACs (G)=141.19, Params (M)=86.652021.04 | 0.043 | 0.904 | 0.899 | 0.935 | |
| BBS-NetMACs (G)=31.2, Params (M)=49.772021.04 | 0.058 | 0.882 | 0.87 | 0.912 | |
| UC-NetMACs (G)=16.16, Params (M)=31.262021.04 | 0.059 | 0.871 | 0.864 | 0.908 | |
| CMWMACs (G)=208.03, Params (M)=85.652021.04 | 0.098 | 0.797 | 0.779 | 0.864 | |
| CENLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.103 | — | — | — | |
| SPLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.107 | — | — | — | |
| DeepUSPSLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.149 | — | — | — | |
| MBLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.156 | — | — | — | |
| USDLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.157 | — | — | — | |
| CDCPLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.159 | — | — | — | |
| BSCALearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.181 | — | — | — | |
| SELearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.196 | — | — | — | |
| DCMCLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.243 | — | — | — | |
| MSTLearning Protocol=Unsupervised, Input=RGB-D2021.12 | 0.279 | — | — | — |