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

Camouflaged Object Segmentation on CAMO (test)

0.901S-measure (S_alpha)CAMF

Evaluation Results

Method	Links
CAMF2024.10		0.901	0.933	88.7	0.041
EVP-EVA02-L2024.10		0.895	0.924	83.8	0.05
ZoomNeXt2024.10		0.889	0.945	85.7	0.041
SENet2024.10		0.888	0.932	84.7	0.039
COMPrompter2024.10		0.882	0.942	85.8	0.044
COCUS2025.06		0.865	—	78.9	0.057
FSPNet2024.10		0.856	0.899	79.9	0.05
DaCOD2024.10		0.855	0.902	79.6	0.051
SAM-Adapter2025.06		0.847	—	76.5	0.07
EVP-Segformer2024.10		0.846	0.895	77.7	0.059
HitNet2024.10		0.844	0.904	80.6	0.056
DGNet2025.06		0.839	—	76.9	0.057
FEDER2024.10		0.836	0.897	80.7	0.066
PENet2024.10		0.828	0.89	77.1	0.063
ZoomNet2024.10		0.82	0.892	75.2	0.066
SINet-V22024.10		0.82	0.895	74.3	0.07
SINetV22025.06		0.82	—	74.3	0.07
ZoomNet2025.06		0.82	—	75.2	0.066
MedSAM2025.06		0.82	—	77.9	0.065
SegMaR2025.06		0.815	—	74.2	0.071
SegMaR2024.10		0.805	0.864	72.4	0.072
OSFormer2024.10		0.799	0.858	76.7	0.073
CDP2024.10		0.798	0.844	76.7	0.071
CAMF2024.10		0.788	0.814	72.9	0.105
LSR2024.10		0.787	0.854	69.6	0.105
MirrorNet2020.07		0.785	0.849	71.9	0.077
PFNet2025.06		0.782	—	69.5	0.085
SINet2020.07		0.751	0.771	60.6	0.1
MMCPF2024.10		0.751	0.772	68.3	0.101
SINet2024.10		0.751	0.829	60.6	0.1
SINet2025.06		0.751	—	60.6	0.1
EVP-EVA02-L2024.10		0.75	0.775	67.1	0.125
CRNet2024.10		0.735	0.815	64.1	0.092
EGNet2020.07		0.732	0.768	58.3	0.104
CPD2020.07		0.726	0.729	55	0.115
CDP2024.10		0.723	0.798	67.8	0.113
GenSAM2024.10		0.719	0.775	65.9	0.113
SAM-MFG2024.10		0.718	0.757	67.9	0.102
SCWSSOD2024.10		0.713	0.815	61.8	0.102
RankNet2025.06		0.712	—	58.3	0.104
PoolNet2020.07		0.702	0.698	49.4	0.129
EVP-Segformer2024.10		0.701	0.733	63.7	0.137
SAM2025.06		0.684	—	60.6	0.132
ANet-SRM2020.07		0.682	0.685	48.4	0.126
PFANet2020.07		0.659	0.622	39.1	0.172
VST2024.10		0.651	0.683	56.3	0.154
TEL2024.10		0.645	0.674	63.5	0.133
SAM2024.10		0.643	0.639	59.7	0.16
BASNet2020.07		0.618	0.661	41.3	0.159
MSRCNN2020.07		0.617	0.669	45.4	0.133
PiCANet2020.07		0.609	0.584	35.6	0.156
UNet++2020.07		0.599	0.653	39.2	0.149
CRNet2024.10		0.593	0.575	44.5	0.156
SINet-V22024.10		0.583	0.575	43.7	0.188
HTC2020.07		0.476	0.442	17.4	0.172
SAM22024.10		0.444	0.401	18.4	0.236