RGB-T Salient Object Detection on VT1000 (test)
95.5S-MeasureSamba+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Samba+Params (M)=59.03, MACs (G)=72.52026.02 | 95.5 | 95.6 | 98.1 | — | |
| SambaParams (M)=54.94, MACs (G)=71.642026.02 | 95.3 | 95.6 | 98.3 | — | |
| VSCode24Params (M)=74.72, MACs (G)=93.762026.02 | 95.2 | 94.7 | 98.1 | — | |
| Samba2026.03 | 95.2 | 92.6 | 97.6 | 1.3 | |
| DFENet2026.03 | 94.8 | 90.1 | 95.8 | 1.5 | |
| DSCDNet2026.03 | 94.6 | 92.1 | 95.5 | 1.4 | |
| RSONet2026.03 | 94.6 | 92.3 | 97.2 | 1.4 | |
| WaveNet2026.03 | 94.5 | 90.5 | 96.7 | 1.5 | |
| SPNet2026.03 | 94.2 | 91.8 | 97.2 | 1.5 | |
| SAMSOD2026.03 | 94.2 | 94.2 | 97.6 | 1.5 | |
| ISMNet2026.03 | 94.2 | 92.2 | 95.4 | 1.4 | |
| SPNet23Params (M)=104.03, MACs (G)=67.592026.02 | 94.1 | 94.3 | 97.5 | — | |
| ConTri25Params (M)=96.31, MACs (G)=126.882026.02 | 94.1 | 93.9 | 97.6 | — | |
| UidefNet2026.03 | 94.1 | 91.1 | 96.9 | 1.5 | |
| PATNet2026.03 | 94.1 | 90.8 | 96.4 | 1.5 | |
| ContriNet2026.03 | 94.1 | 91.8 | 95.4 | 1.5 | |
| SwinNet21Params (M)=199.18, MACs (G)=122.22026.02 | 93.8 | 93.3 | 97.4 | — | |
| HRTrans22Params (M)=68.89, MACs (G)=18.82026.02 | 93.8 | 93.1 | 96.9 | — | |
| SwinNet2026.03 | 93.8 | 89.4 | 95.7 | 1.8 | |
| HRTransNet2026.03 | 93.8 | 89.8 | 95.6 | 1.7 | |
| CAVER2026.03 | 93.8 | 90.4 | 96.5 | 1.7 | |
| MMIR2026.03 | 93.8 | 92.7 | 95.5 | 1.9 | |
| CCFENet2026.03 | 93.4 | 90.4 | 96.2 | 1.8 | |
| MCFNet2026.03 | 93.2 | 90 | 96 | 1.9 | |
| LAFB2026.03 | 93.2 | 90.3 | 96 | 1.8 | |
| CGMDR222026.02 | 93.1 | 92.7 | 96.6 | — | |
| MGAI22Params (M)=87.09, MACs (G)=78.372026.02 | 92.9 | 92.1 | 96.5 | — | |
| TNet22Params (M)=87.04, MACs (G)=54.92026.02 | 92.9 | 92.1 | 96.5 | — | |
| TNet2026.03 | 92.9 | 88.7 | 95.2 | 2.1 | |
| TAGFNet2026.03 | 92.6 | 88.8 | 95.1 | 2.1 | |
| ECFFNet2026.03 | 92.4 | 87.3 | 94.7 | 2.2 | |
| SMRNet2026.03 | 92.4 | 89.9 | 94.5 | 2 | |
| CGFNet21Params (M)=69.92, MACs (G)=382.632026.02 | 92.3 | 92.3 | 95.9 | — | |
| APNet2026.03 | 92.2 | 88 | 95 | 2.2 | |
| CGFNet2026.03 | 92.1 | 90.1 | 95.3 | 2.4 | |
| CSRNet2026.03 | 91.8 | 87.5 | 93.9 | 2.4 | |
| MMNet2026.03 | 91.4 | 85.9 | 93.1 | 2.7 | |
| ADF2026.03 | 90.9 | 84.6 | 92.2 | 3.4 | |
| MIDD2026.03 | 90.7 | 87 | 93.5 | 2.9 |