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Camouflaged Object Detection on CHAMELEON 76 (test)

0.941Sm

BED-SAM2

Updated 8d ago

Evaluation Results

Method
BED-SAM2 2026.05	0.941	0.969	0.914	-	0.015	-
BiRefNet24 2025.01	0.932	-	0.915	0.015	-	-
BiRefNet 2026.05	0.932	-	0.914	-	0.015	-
BED-SAM2 2026.05	0.928	0.964	0.887	-	0.019	-
BED-SAM2 2026.05	0.926	0.96	0.882	-	0.019	-
ZoomNeXt24 2025.01	0.924	0.975	0.885	0.018	-	-
ZoomNeXt 2026.05	0.924	0.975	0.885	-	0.018	-
FOCUS 2025.01	0.922	0.975	0.908	0.017	-	-
SAM2-UNet 2026.05	0.914	0.961	0.863	-	0.022	-
Spider + HCL 2026.05	0.913	0.955	-	0.024	-	0.853
FSPNet23 2025.01	0.908	0.965	0.851	0.023	-	-
Spider 2026.05	0.905	0.951	-	0.025	-	0.845
ZoomNet22 2025.01	0.902	0.958	0.845	0.023	-	-
CamoFormer + HCL 2026.05	0.896	0.941	-	0.03	-	0.844
BSA-Net22 2025.01	0.895	0.957	0.841	0.027	-	-
CamoFormer + HCL 2026.05	0.895	0.945	-	0.025	-	0.847
Spider + HCL 2026.05	0.892	0.94	-	0.03	-	0.831
SAM-TTT + HCL 2026.05	0.892	0.945	-	0.028	-	0.842
Spider + HCL 2026.05	0.888	0.936	-	0.033	-	0.826
CamoFormer 2026.05	0.888	0.936	-	0.028	-	0.83
PFNet22 2025.01	0.882	0.942	0.81	0.033	-	-
SAM-TTT 2026.05	0.882	0.938	-	0.031	-	0.83
Spider 2026.05	0.877	0.927	-	0.034	-	0.8
CamoFormer 2026.05	0.872	0.922	-	0.036	-	0.805
SAM-TTT + HCL 2026.05	0.872	0.939	-	0.036	-	0.83
SINet20 2025.01	0.869	0.891	0.74	0.044	-	-
Base (Ours) + HCL 2026.05	0.868	0.945	-	0.028	-	0.804
Spider 2026.05	0.866	0.922	-	0.039	-	0.785
Base (Ours) + HCL 2026.05	0.863	0.941	-	0.031	-	0.796
SAM-TTT + HCL 2026.05	0.858	0.929	-	0.041	-	0.808
DSAM + HCL 2026.05	0.856	0.929	-	0.044	-	0.783
SAM-TTT 2026.05	0.848	0.922	-	0.042	-	0.798
DSAM 2026.05	0.846	0.923	-	0.046	-	0.773
Base (Ours) + HCL 2026.05	0.842	0.943	-	0.035	-	0.773
SAM-TTT 2026.05	0.838	0.915	-	0.046	-	0.782
DSAM + HCL 2026.05	0.837	0.914	-	0.051	-	0.758
DSAM + HCL 2026.05	0.835	0.911	-	0.052	-	0.765
CamoFormer + HCL 2026.05	0.832	0.872	-	0.046	-	0.7
Base (Ours) 2026.05	0.822	0.901	-	0.041	-	0.754
DSAM 2026.05	0.813	0.896	-	0.059	-	0.731
DSAM 2026.05	0.805	0.894	-	0.059	-	0.714
Base (Ours) 2026.05	0.802	0.887	-	0.043	-	0.74
CamoFormer 2026.05	0.787	0.837	-	0.058	-	0.659
Base (Ours) 2026.05	0.786	0.874	-	0.047	-	0.725