RGB-T Salient Object Detection on VT821 (test)
0.944SmSamba+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Samba+Params (M)=59.03, MACs (G)=72.52026.02 | 0.944 | 0.94 | 0.971 | — | — | |
| SambaParams (M)=54.94, MACs (G)=71.642026.02 | 0.934 | 0.927 | 0.965 | — | — | |
| Samba2026.03 | 0.934 | 0.894 | — | 0.178 | 0.955 | |
| VSCode24Params (M)=74.72, MACs (G)=93.762026.02 | 0.926 | 0.91 | 0.954 | — | — | |
| ContriNet2026.03 | 0.923 | 0.898 | — | 0.02 | 0.956 | |
| RSONet2026.03 | 0.921 | 0.883 | — | 0.021 | 0.946 | |
| UidefNet2026.03 | 0.917 | 0.872 | — | 0.023 | 0.945 | |
| DFENet2026.03 | 0.917 | 0.871 | — | 0.023 | 0.938 | |
| ISMNet2026.03 | 0.917 | 0.886 | — | 0.021 | 0.945 | |
| ConTri25Params (M)=96.31, MACs (G)=126.882026.02 | 0.916 | 0.896 | 0.948 | — | — | |
| SPNet2026.03 | 0.914 | 0.874 | — | 0.023 | 0.943 | |
| PATNet2026.03 | 0.914 | 0.868 | — | 0.024 | 0.938 | |
| SPNet23Params (M)=104.03, MACs (G)=67.592026.02 | 0.913 | 0.9 | 0.949 | — | — | |
| SAMSOD2026.03 | 0.913 | 0.895 | — | 0.022 | 0.95 | |
| WaveNet2026.03 | 0.912 | 0.854 | — | 0.025 | 0.935 | |
| HRTrans22Params (M)=68.89, MACs (G)=18.82026.02 | 0.906 | 0.881 | 0.944 | — | — | |
| HRTransNet2026.03 | 0.906 | 0.851 | — | 0.026 | 0.933 | |
| SwinNet21Params (M)=199.18, MACs (G)=122.22026.02 | 0.904 | 0.877 | 0.937 | — | — | |
| SwinNet2026.03 | 0.904 | 0.846 | — | 0.03 | 0.928 | |
| DSCDNet2026.03 | 0.904 | 0.876 | — | 0.022 | 0.915 | |
| CCFENet2026.03 | 0.9 | 0.856 | — | 0.027 | 0.933 | |
| TNet22Params (M)=87.04, MACs (G)=54.92026.02 | 0.899 | 0.885 | 0.936 | — | — | |
| TNet2026.03 | 0.899 | 0.84 | — | 0.03 | 0.924 | |
| CAVER2026.03 | 0.898 | 0.853 | — | 0.027 | 0.934 | |
| CGMDR222026.02 | 0.894 | 0.872 | 0.932 | — | — | |
| MGAI22Params (M)=87.09, MACs (G)=78.372026.02 | 0.891 | 0.87 | 0.933 | — | — | |
| MCFNet2026.03 | 0.891 | 0.842 | — | 0.029 | 0.925 | |
| SMRNet2026.03 | 0.888 | 0.844 | — | 0.03 | 0.92 | |
| CSRNet2026.03 | 0.885 | 0.829 | — | 0.038 | 0.912 | |
| MMIR2026.03 | 0.885 | 0.866 | — | 0.03 | 0.923 | |
| LAFB2026.03 | 0.884 | 0.841 | — | 0.034 | 0.922 | |
| CGFNet21Params (M)=69.92, MACs (G)=382.632026.02 | 0.881 | 0.866 | 0.92 | — | — | |
| TAGFNet2026.03 | 0.881 | 0.821 | — | 0.035 | 0.909 | |
| CGFNet2026.03 | 0.879 | 0.842 | — | 0.036 | 0.915 | |
| ECFFNet2026.03 | 0.877 | 0.807 | — | 0.035 | 0.907 | |
| MMNet2026.03 | 0.874 | 0.792 | — | 0.04 | 0.893 | |
| MIDD2026.03 | 0.871 | 0.803 | — | 0.045 | 0.897 | |
| APNet2026.03 | 0.868 | 0.814 | — | 0.034 | 0.911 | |
| ADF2026.03 | 0.81 | 0.716 | — | 0.077 | 0.844 |