Share your thoughts, 1 month free Claude Pro on usSee more

Camouflaged Object Detection on CHAMELEON

93.3S-measure (S_alpha)

SARNet

Updated 4d ago

Evaluation Results

Method
SARNet 2026.03	93.3	-	97.8	-	90.9	0.017	-	-
MHENet 2026.04	92.6	-	-	1.8	-	-	96.6	89.1
MultiCOS 2026.04	92.3	-	-	1.8	-	-	-	-
ZoomNetxt 2026.04	92.3	-	-	1.7	88.6	-	-	-
MM-SAM* 2026.04	92.3	-	-	2.7	85.3	-	-	-
RUN 2026.02	92.2	89.3	97.1	1.9	-	-	-	-
ARNet 2025.12	92.1	-	96.4	-	88.3	0.019	-	-
HitNet 2026.03	92.1	-	97.2	-	89.7	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	-	-
PRBENet 2026.04	91.8	-	-	2	-	-	95.1	87.8
SENet 2026.04	91.8	-	-	1.9	-	-	95.7	87.8
MAGNet 2026.04	91.7	-	-	1.9	-	-	96.3	87.6
RUN 2026.02	91.6	87.7	95.8	2.1	-	-	-	-
RUN 2025.12	91.6	-	95.8	-	87.7	0.021	-	-
SAM-Adapter* 2026.04	91.5	-	-	3.3	82.4	-	-	-
SAM2-Adapter* 2026.04	91.5	-	-	1.8	88.9	-	-	-
FPNet 2025.12	91.4	-	-	-	85.6	0.022	-	-
PRNet 2025.12	91.4	-	96	-	-	0.02	-	-
DSNet 2026.04	91.4	-	-	2.2	-	-	-	86.7
MHENet 2026.04	91.4	-	-	2.2	-	-	96.6	87.2
SARNet 2025.12	91.2	-	95.7	-	87.1	0.021	-	-
MSCAF-Net 2026.03	91.2	-	97	-	86.5	0.022	-	-
MSCAF 2026.04	91.2	-	-	2.2	-	-	95.8	86.5
RUN 2026.02	91.1	89.1	96.3	2.3	-	-	-	-
UEDG 2026.04	91.1	-	-	2.3	-	-	95.8	86.6
CamoFormer-P 2026.03	91	-	96.6	-	86.5	0.022	-	-
PopNet 2026.04	91	-	-	2.2	89.3	-	-	-
CamoDiff 2026.02	90.8	86.8	95.2	2.2	-	-	-	-
FSPNet 2026.03	90.8	-	96.5	-	85.1	0.023	-	-
FSPNet 2026.04	90.8	-	-	2.3	-	-	94.3	85.1
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	-	-
COMPrompter* 2026.04	90.6	-	-	2.6	85.7	-	-	-
ICEG 2026.04	90.5	-	-	2.3	-	-	95.9	86
OAFormer 2025.12	90.4	-	96	-	85.8	0.023	-	-
ZoomNet 2025.12	90.2	-	-	-	84.5	0.023	-	-
ZoomNet 2026.03	90.2	-	95.8	-	84.5	0.023	-	-
ZoomNet 2026.04	90.2	-	-	2.3	-	-	94.3	84.5
FGANet 2026.04	90.2	-	-	3	84	-	-	-
FCL-COD 2026.03	90.1	-	95.4	-	85.6	0.026	-	-
BGNet 2026.04	90.1	-	-	2.7	-	-	94.3	85
RUN 2026.02	90	86.3	96	2.5	-	-	-	-
PlantCamo 2026.04	89.9	-	-	3	85.3	-	-	-
FEDER 2026.02	89.8	85.8	95.2	2.6	-	-	-	-
FSEL 2026.02	89.8	85.6	94.9	2.8	-	-	-	-
CamoFormer-R 2026.03	89.8	-	95.6	-	84.7	0.025	-	-
SAM-Adapter 2026.03	89.6	-	91.9	-	82.4	0.033	-	-
DaCod 2026.04	89.6	-	-	2.6	83.5	-	-	-
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	-	-	-	-
UGTR 2026.03	89.1	-	95.5	-	83.3	0.03	-	-
LSR 2022.07	89	83.5	93.6	-	82.2	0.03	-	-
FocusDiff 2026.02	89	84.3	93.8	2.8	-	-	-	-
FocusDiff 2026.04	89	-	-	2.8	84.3	-	-	-
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	-	-
SAM-DSA* 2026.04	88.8	-	-	3.1	84.1	-	-	-
FEDER 2026.03	88.7	-	95.4	-	83.5	0.03	-	-
Ours 2026.04	88.7	-	-	2.8	84.3	-	-	-
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	-	-
FCL-COD 2026.03	88.2	-	93.2	-	84.2	0.038	-	-
PFNet 2026.04	88.2	-	-	5.3	81	-	-	-
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	-	-	-	-
ST-SAM* 2026.04	87.6	-	-	3.2	80.4	-	-	-
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 2026.04	87.2	-	-	3.4	-	-	93.6	80.6
HQSAM* 2026.04	87.2	-	-	3.5	82.2	-	-	-
SINet 2021.05	86.9	74	89.1	4.4	-	-	-	-
SINet 2026.04	86.9	-	-	4.4	74	-	-	-
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	-	-
MedSAM* 2026.04	86.8	-	-	3.6	81.3	-	-	-
FCL-COD 2026.03	86.6	-	92.8	-	79.9	0.039	-	-
Ours-J 2026.04	86.6	-	-	4.2	81.5	-	-	-
PraNet 2022.07	86	77.5	89.8	-	76.3	0.044	-	-

Showing 100 of 151 rows