Camouflaged Object Detection on COD10K 2026 images (test) benchmark leaderboard · SOTA2 Research

Camouflaged Object Detection on COD10K 2026 images (test)

0.903S-measure (Sm)DGA-Net

Evaluation Results

Method	Links
DGA-Net2026.01		0.903	0.847	0.018	0.951
COD-SAM2026.01		0.899	0.832	0.021	0.941
VL-SAM2026.01		0.896	0.808	0.023	0.907
SAM-DSA2026.01		0.887	0.827	0.022	0.948
SAM-Adapter2026.01		0.883	0.801	0.025	0.918
HGINet2026.01		0.882	0.821	0.019	0.949
CamoDiffusion2026.01		0.881	0.814	0.02	0.944
SAM2-UNet2026.01		0.88	0.789	0.021	0.936
RUN2026.01		0.878	0.81	0.021	0.941
RISNet2026.01		0.873	0.799	0.025	0.931
CamoFormer2026.01		0.869	0.786	0.023	0.932
VSCode2026.01		0.869	0.78	0.025	0.931
PRBE-Net2026.01		0.867	0.793	0.021	0.932
DSAM2026.01		0.846	0.76	0.033	0.931
FEDER2026.01		0.844	0.748	0.029	0.911
ZoomNet2026.01		0.838	0.729	0.029	0.888
BGNet2026.01		0.831	0.722	0.033	0.901
SINetV22026.01		0.815	0.68	0.037	0.887
MGL2026.01		0.814	0.666	0.035	0.865
SAM2026.01		0.783	0.701	0.049	0.798