RGB-T Salient Object Detection on VT5000 (test)
93.2Sm ScoreSamba+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Samba+Params (M)=59.03, MACs (G)=72.52026.02 | 93.2 | 92.7 | 97.6 | — | |
| SambaParams (M)=54.94, MACs (G)=71.642026.02 | 92.8 | 91.9 | 96.3 | — | |
| Samba2026.03 | 92.6 | 89.4 | 95.8 | 2.1 | |
| RSONet2026.03 | 92.6 | 91 | 96.3 | 2 | |
| VSCode24Params (M)=74.72, MACs (G)=93.762026.02 | 92.5 | 90 | 95.9 | — | |
| ConTri25Params (M)=96.31, MACs (G)=126.882026.02 | 92.4 | 91.8 | 96.3 | — | |
| SAMSOD2026.03 | 92.3 | 92.1 | 96.4 | 2.1 | |
| DFENet2026.03 | 92 | 88.2 | 95 | 2.3 | |
| DSCDNet2026.03 | 91.8 | 88.8 | 94.9 | 2.3 | |
| PATNet2026.03 | 91.6 | 88 | 95.1 | 2.3 | |
| SPNet2026.03 | 91.5 | 88.5 | 95.2 | 2.4 | |
| ContriNet2026.03 | 91.5 | 87.8 | 94 | 2.2 | |
| SPNet23Params (M)=104.03, MACs (G)=67.592026.02 | 91.4 | 90.5 | 95.4 | — | |
| UidefNet2026.03 | 91.4 | 87.4 | 94.8 | 2.5 | |
| HRTransNet2026.03 | 91.3 | 86.9 | 94.8 | 2.5 | |
| ISMNet2026.03 | 91.3 | 88.5 | 94.5 | 2.5 | |
| SwinNet21Params (M)=199.18, MACs (G)=122.22026.02 | 91.2 | 88.5 | 94.4 | — | |
| HRTrans22Params (M)=68.89, MACs (G)=18.82026.02 | 91.2 | 89.5 | 94.8 | — | |
| SwinNet2026.03 | 91.2 | 86.4 | 94.5 | 2.6 | |
| WaveNet2026.03 | 91.2 | 86.3 | 94.4 | 2.6 | |
| CAVER2026.03 | 90 | 85.4 | 94 | 2.9 | |
| CGMDR222026.02 | 89.6 | 87.7 | 93.9 | — | |
| CCFENet2026.03 | 89.6 | 85.8 | 93.7 | 3.1 | |
| TNet22Params (M)=87.04, MACs (G)=54.92026.02 | 89.5 | 86.4 | 93.6 | — | |
| TNet2026.03 | 89.5 | 84.5 | 92.9 | 3.3 | |
| LAFB2026.03 | 89.3 | 85.6 | 93.4 | 3 | |
| SMRNet2026.03 | 89.1 | 85.9 | 93.5 | 3 | |
| MMIR2026.03 | 88.9 | 87.9 | 93.6 | 3.1 | |
| MCFNet2026.03 | 88.8 | 84.6 | 92.8 | 3.3 | |
| MGAI22Params (M)=87.09, MACs (G)=78.372026.02 | 88.4 | 84.6 | 93 | — | |
| TAGFNet2026.03 | 88.4 | 82.6 | 91.6 | 3.6 | |
| CGFNet21Params (M)=69.92, MACs (G)=382.632026.02 | 88.3 | 85.2 | 92.6 | — | |
| CGFNet2026.03 | 88.3 | 85.1 | 92.4 | 3.5 | |
| APNet2026.03 | 87.6 | 81.6 | 91.7 | 3.5 | |
| ECFFNet2026.03 | 87.5 | 80.3 | 91.1 | 3.8 | |
| CSRNet2026.03 | 86.8 | 80.9 | 90.7 | 4.2 | |
| ADF2026.03 | 86.4 | 77.8 | 89.1 | 4.8 | |
| MMNet2026.03 | 86.3 | 77.7 | 88.8 | 4.4 | |
| MIDD2026.03 | 85.6 | 78.8 | 89.3 | 4.6 |