Camouflaged Object Segmentation on NC4K benchmark leaderboard · SOTA2 Research

Camouflaged Object Segmentation on NC4K

89.7Fw_betaCAMF

Evaluation Results

Method	Links
CAMF2024.10		89.7	3.3	90.5	93.3
COMPrompter2024.10		87.6	3	90.7	95.5
ZoomNeXt2024.10		86.3	2.8	90.3	95.1
EVP-EVA02-L2024.10		85.4	3.7	90.2	93.3
COCUS2025.06		85.2	3.1	90.4	—
SENet2024.10		84.3	3.2	88.9	93.3
FEDER2024.10		82.4	4.2	86.2	91.3
MedSAM2025.06		82.1	4.1	86.6	—
CAMF2024.10		81.8	5.4	86.1	88.2
EVP-Segformer2024.10		81.8	4.7	85.5	90.1
FSPNet2024.10		81.6	3.5	87.9	91.5
DaCOD2024.10		81.4	3.6	87.4	91.2
RankNet2025.06		80.2	4.8	84	—
SAM-MFG2024.10		79.9	5.7	81.3	85.9
CDP2024.10		79.9	5.1	88	90.2
PENet2024.10		79.5	4.2	85.5	91.2
SINet-V22024.10		79	6	82.2	88.5
OSFormer2024.10		79	4.9	83.2	89.1
ZoomNet2024.10		78.4	4.3	85.3	91.2
PFNet2025.06		78.4	5.3	82.9	—
ZoomNet2025.06		78.4	4.3	85.3	—
DGNet2025.06		78.4	4.2	85.7	—
EVP-EVA02-L2024.10		78.3	6.9	83.7	86.2
SegMaR2024.10		78.1	4.6	84.1	90.7
SegMaR2025.06		78.1	4.6	84.1	—
SINetV22025.06		77	4.8	84.7	—
SINet2025.06		76.8	5.8	80.8	—
LSR2024.10		76.6	4.8	84	90.7
EVP-Segformer2024.10		75.6	7.1	78.8	82.2
CRNet2024.10		74.1	8	75.8	79.6
SINet2024.10		72.3	5.8	80.8	87.1
CDP2024.10		71.7	7.5	76.9	84.2
TEL2024.10		71.1	8.5	76.6	79.5
SAM2024.10		69.6	7.8	76.7	77.6
SAM2025.06		69.6	7.8	76.7	—
MMCPF2024.10		68.6	7.9	76.9	79.6
VST2024.10		68.5	9.1	75.2	79
GenSAM2024.10		66.5	8.7	75.4	78.1
CRNet2024.10		59.9	9.6	69.4	69.7
SINet-V22024.10		55.1	12.7	66.7	66.8
SAM22024.10		25.1	18.6	51.2	48.2