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Camouflaged Object Detection on CHAMELEON

92.2S-measure (S_alpha)

RUN

Updated 4d ago

Evaluation Results

Method
RUN 2026.02	92.2	89.3	97.1	1.9	-	-
ARNet 2025.12	92.1	-	96.4	-	88.3	0.019
Samba+ 2026.02	92	87.9	95.4	1.8	-	-
DRFNet 2025.12	91.8	-	95.9	-	88	0.019
PRBE-Net 2025.12	91.8	-	95.1	-	87.8	0.02
RUN 2026.02	91.6	87.7	95.8	2.1	-	-
RUN 2025.12	91.6	-	95.8	-	87.7	0.021
FPNet 2025.12	91.4	-	-	-	85.6	0.022
PRNet 2025.12	91.4	-	96	-	-	0.02
SARNet 2025.12	91.2	-	95.7	-	87.1	0.021
RUN 2026.02	91.1	89.1	96.3	2.3	-	-
CamoDiff 2026.02	90.8	86.8	95.2	2.2	-	-
HitNet 2026.02	90.7	86.1	94.4	2.4	-	-
RUN 2026.02	90.7	87.9	95.6	2.4	-	-
CamoFocus 2026.02	90.6	86.9	95.3	2.3	-	-
FEDER 2025.12	90.6	-	95.9	-	86.9	0.023
OAFormer 2025.12	90.4	-	96	-	85.8	0.023
ZoomNet 2025.12	90.2	-	-	-	84.5	0.023
RUN 2026.02	90	86.3	96	2.5	-	-
FEDER 2026.02	89.8	85.8	95.2	2.6	-	-
FSEL 2026.02	89.8	85.6	94.9	2.8	-	-
PreyNet 2026.02	89.5	84.4	94.8	2.7	-	-
RUN 2026.02	89.5	85.5	95.2	2.7	-	-
BSA-Net 2026.02	89.5	85.1	94.6	2.7	-	-
Uncertainty-aware Joint Salient Object and Camouflaged Object Detection 2021.04	89.4	84.8	94.3	3	-	-
Rank-Net 2021.03	89.3	83.9	93.8	3.3	-	-
C2F-Net 2022.07	89.3	83.6	94.7	-	84.5	0.028
FSEL 2026.02	89.3	84.7	94.1	2.9	-	-
FSEL 2026.02	89.3	84.7	94.1	2.9	-	-
C2FNet-v2 2025.12	89.3	-	94.7	-	84.5	0.028
FEDER 2026.02	89.2	85	94.4	2.8	-	-
FEDER 2026.02	89.2	85	94.4	2.8	-	-
FGANet 2026.02	89.1	83.8	94.5	3	-	-
MGL-R 2026.02	89.1	82.5	91.7	3.1	-	-
LSR 2022.07	89	83.5	93.6	-	82.2	0.03
FocusDiff 2026.02	89	84.3	93.8	2.8	-	-
C2F-Net 2021.05	88.8	82.8	93.5	3.2	-	-
Basic+ACFM+DGCM 2021.05	88.8	82.8	93.5	3.2	-	-
SINet-v2 2025.12	88.8	-	94.2	-	81.6	0.03
Basic+ACFM 2021.05	88.6	82.3	94.4	2.8	-	-
Basic+DGCM 2021.05	88.3	82	93.6	3	-	-
Basic 2021.05	88.2	81.3	92.8	3.3	-	-
PFNet 2022.07	88.2	82	94.2	-	81.6	0.033
UCNet 2021.03	88	83.6	93	3.6	-	-
UCNet 2022.07	88	83	92.9	-	81.7	0.036
C2F-Net 2022.07	87.8	84.6	93.8	-	82.2	0.031
SCRN 2021.04	87.6	78.7	88.9	4.2	-	-
SCRN 2021.03	87.6	78.7	88.9	4.2	-	-
SINet 2021.04	87.2	82.7	93.6	3.4	-	-
SINet 2021.03	87.2	82.7	93.6	3.4	-	-
SINet 2026.02	87.2	82.3	93.6	3.4	-	-
SINet 2021.05	86.9	74	89.1	4.4	-	-
SINet 2022.07	86.8	77.6	89.9	-	74	0.044
ERRNet 2022.07	86.8	79.6	91.7	-	78.7	0.039
PraNet 2022.07	86	77.5	89.8	-	76.3	0.044
CPD 2021.04	85.7	77.1	87.4	4.8	-	-
CPD 2021.03	85.7	77.1	87.4	4.8	-	-
CPD 2022.07	85.7	77.5	89.8	-	73.1	0.048
EGNet 2021.04	85.6	76.6	88.3	4.9	-	-
CSNet 2021.04	85.6	76.6	86.9	4.7	-	-
CSNet 2021.03	85.6	76.6	86.9	4.7	-	-
EGNet 2021.03	85.6	76.6	88.3	4.9	-	-
CPD 2021.05	85.3	70.6	86.6	5.2	-	-
F3Net 2021.04	84.8	77	89.4	4.7	-	-
F3Net 2021.03	84.8	77	89.4	4.7	-	-
EGNet 2021.05	84.8	70.2	87	5	-	-
BASNet 2021.04	84.7	79.5	88.3	4.4	-	-
BASNet 2021.03	84.7	79.5	88.3	4.4	-	-
PoolNet 2021.04	84.5	74.9	86.4	5.4	-	-
PoolNet 2021.03	84.5	74.9	86.4	5.4	-	-
ITSD 2021.04	81.4	70.5	84.4	5.7	-	-
ITSD 2021.03	81.4	70.5	84.4	5.7	-	-
NLDF 2021.04	79.8	71.4	80.9	6.3	-	-
NLDF 2021.03	79.8	71.4	80.9	6.3	-	-
FPN 2021.05	79.4	59	78.3	7.5	-	-
FPN 2022.07	79.4	67.6	83.5	-	59	0.075
PoolNet 2022.07	77.6	64.9	82.4	-	55.5	0.078
PSPNet 2021.05	77.3	55.5	75.8	8.5	-	-
PSPNet 2022.07	77.3	65	81.4	-	55.5	0.085
PiCANet 2021.05	76.9	53.6	74.9	8.5	-	-
PiCANet 2022.07	76.9	66.8	83.6	-	53.6	0.084
PiCANet 2021.04	76.5	61.8	77.9	8.5	-	-
PiCANet 2021.03	76.5	61.8	77.9	8.5	-	-
SSAL 2021.03	75.7	70.2	84.9	7.1	-	-
EGNet 2022.07	75	69.4	85.4	-	53.1	0.075
UNet++ 2021.05	69.5	50.1	76.2	9.4	-	-
UNet++ 2022.07	69.5	58.6	80.8	-	50.1	0.094
BASNet 2022.07	68.8	54.6	74.2	-	47.4	0.118
BASNet 2021.05	68.7	47.4	72.1	11.8	-	-
PFANet 2021.05	67.9	37.8	64.8	14.4	-	-
MaskRCNN 2021.05	64.3	51.8	77.8	9.9	-	-
MaskRCNN 2022.07	64.3	61.2	78	-	51.2	0.099
MSRCNN 2021.05	63.7	44.3	68.6	9.1	-	-
MSRCNN 2022.07	63.7	52.9	68.8	-	44.3	0.091
HTC 2021.05	51.7	20.4	48.9	12.9	-	-
HTC 2022.07	51.7	32.7	49	-	20.4	0.129
CamoFormer 2025.12	-	-	-	-	-	0.03