Camouflaged Object Detection on CAMO 1.0 (test) benchmark leaderboard · SOTA2 Research

Camouflaged Object Detection on CAMO 1.0 (test)

0.041MAEMCRNet

Evaluation Results

Method	Links
MCRNet2025.12		0.041	0.883	0.939	0.849
CamoDiffusion2025.12		0.042	0.878	0.94	0.853
D3ETOR2025.12		0.045	0.868	0.928	0.823
CamoFormer2025.12		0.046	0.872	0.929	0.854
FSPNet2025.12		0.05	0.856	0.899	0.83
HitNet2025.12		0.055	0.849	0.906	0.831
SAM-COD2025.12		0.06	0.836	0.903	0.779
ZoomNet2025.12		0.066	0.82	0.892	0.752
DINet2025.12		0.068	0.821	0.874	0.755
SINetv22025.12		0.07	0.82	0.895	0.782
SAM-Ada.2025.12		0.07	0.847	0.873	0.765
FEDER2025.12		0.071	0.802	0.898	0.781
UJSC2025.12		0.073	0.8	0.859	0.728
BSA-Net2025.12		0.079	0.794	0.851	0.763
PFNet2025.12		0.085	0.782	0.841	0.695
UGTR2025.12		0.086	0.784	0.822	0.684
MGL-R2025.12		0.088	0.775	0.812	0.673
SINet2025.12		0.092	0.745	0.804	0.644
CRNet2025.12		0.092	0.735	0.815	0.641
WS-SAM2025.12		0.092	0.759	0.818	0.667
SCSOD2025.12		0.102	0.713	0.795	0.618
SAM-S2025.12		0.105	0.731	0.774	—
SAM2025.12		0.132	0.684	0.687	0.606