Camouflaged Object Segmentation on PCOD-1200 (test)
95.1S_alphaCPGNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CPGNetModality=Multimodal, SAM-based=false2026.03 | 95.1 | 98.1 | 0.5 | 92.3 | |
| ZoomNetxtModality=RGB-only, Pub.'Year=TPAMI’24, SAM-based=false2026.03 | 94.5 | 97.4 | 0.6 | 90.9 | |
| HIPFNetModality=Multimodal, Pub.'Year=EAAI’25, SAM-based=false2026.03 | 94.4 | 98 | 0.5 | — | |
| PlantCamoModality=RGB-only, Pub.'Year=AIR’25, SAM-based=false2026.03 | 94.2 | 98.1 | 0.6 | 91.3 | |
| HQSAMModality=RGB-only, Pub.'Year=NeurIPS’23, SAM-based=true2026.03 | 93.6 | 97.3 | 0.8 | 90.9 | |
| FSELModality=RGB-only, Pub.'Year=ECCV’24, SAM-based=false2026.03 | 93.4 | 97.8 | 0.6 | — | |
| PRNetModality=RGB-only, Pub.'Year=TCSVT’24, SAM-based=false2026.03 | 93.3 | 97.8 | 0.7 | 89.4 | |
| HGINetModality=RGB-only, Pub.'Year=TIP’24, SAM-based=false2026.03 | 93 | 97.2 | 0.6 | — | |
| ESCNetModality=RGB-only, Pub.'Year=ICCV’25, SAM-based=false2026.03 | 92.5 | 96.9 | 0.7 | 88.1 | |
| SAM2-UNetModality=RGB-only, Pub.'Year=Vis.Intell’26, SAM-based=true2026.03 | 92.3 | 96.6 | 0.9 | 87.1 | |
| RISNetModality=Multimodal, Pub.'Year=CVPR’24, SAM-based=false2026.03 | 92.2 | 96.7 | 0.8 | 88.1 | |
| IPNetModality=Multimodal, Pub.'Year=EAAI’24, SAM-based=false2026.03 | 92.2 | 97 | 0.8 | — | |
| PGSNetModality=Multimodal, Pub.'Year=CVPR’22, SAM-based=false2026.03 | 91.6 | 96.5 | 1 | — | |
| DSAMModality=Multimodal, Pub.'Year=MM’24, SAM-based=true2026.03 | 90.7 | 95.2 | 1.3 | 83.9 | |
| PopNetModality=Multimodal, Pub.'Year=ICCV’23, SAM-based=false2026.03 | 89.8 | 95.6 | 1 | 83.3 | |
| DaCODModality=Multimodal, Pub.'Year=MM’23, SAM-based=false2026.03 | 89.6 | 95.5 | 1.1 | 82.3 | |
| FEDERModality=RGB-only, Pub.'Year=CVPR’23, SAM-based=false2026.03 | 89.2 | 94.6 | 1.1 | 84.3 | |
| MM-SAMModality=RGB-only, Pub.'Year=ICCV’25, SAM-based=true2026.03 | 89.2 | 92.5 | 1.3 | 80.1 | |
| COMPrompterModality=Multimodal, Pub.'Year=SCIS’25, SAM-based=true2026.03 | 88.6 | 92.9 | 1.9 | 79.5 | |
| SINet-V2Modality=RGB-only, Pub.'Year=TPAMI’22, SAM-based=false2026.03 | 88.2 | 94.1 | 1.3 | — | |
| PFNetModality=RGB-only, Pub.'Year=CVPR'21, SAM-based=false2026.03 | 87.6 | 94.6 | 1.3 | 78.8 | |
| UTNetModality=RGB-only, Pub.'Year=TMM’25, SAM-based=false2026.03 | 76.9 | 89.1 | 2.5 | 64.8 |