Camouflaged Object Detection on VIAC RGB-T
93.4SαZoomNetxt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZoomNetxtModality=RGB-based, Pub./Year=TPAMI'24, SAM-based=false2026.04 | 93.4 | — | 1.1 | 92 | |
| OursModality=Multimodal-based, SAM-based=true2026.04 | 93 | — | 1 | 92.9 | |
| HQSAMModality=RGB-based, Pub./Year=NeurIPS'23, SAM-based=true2026.04 | 92.9 | — | 1.1 | 92.5 | |
| SAM2-UNetModality=RGB-based, Pub./Year=Vis.Intell’26, SAM-based=true2026.04 | 92.9 | — | 1.1 | 91.5 | |
| ESCNetModality=RGB-based, Pub./Year=ICCV'25, SAM-based=false2026.04 | 92.8 | — | 1.1 | 91.9 | |
| Ours-JModality=Multimodal-based, SAM-based=true2026.04 | 92.8 | — | 1.1 | 92.3 | |
| PlantCamoModality=RGB-based, Pub./Year=AIR'25, SAM-based=false2026.04 | 92.6 | — | 1 | 91.8 | |
| RISNetModality=Multimodal-based, Pub./Year=CVPR'24, SAM-based=false2026.04 | 92.5 | — | 1 | 92.1 | |
| MM-SAMModality=RGB-based, Pub./Year=ICCV'25, SAM-based=true2026.04 | 91.6 | — | 1.3 | 90.6 | |
| COMPrompterModality=RGB-based, Pub./Year=SCIS'25, SAM-based=true2026.04 | 91.2 | — | 1.5 | 89.4 | |
| UTNetModality=RGB-based, Pub./Year=TMM'25, SAM-based=false2026.04 | 90.3 | — | 1.6 | 87.6 | |
| DSAMModality=Multimodal-based, Pub./Year=MM'24, SAM-based=true2026.04 | 56.5 | — | 26.2 | 44 |