Our new X account is live! Follow @wizwand_team for updates

Camouflaged Object Detection on CAMO (test)

0.884S_alpha

SAM2-UNet

Updated 4d ago

Evaluation Results

Method
SAM2-UNet 2024.08	0.884	0.932	-	-	86.1	0.042	-	-	-
EVPv2 2023.05	0.851	0.894	0.797	-	-	0.055	-	-	-
EVPv2 2023.05	0.848	0.899	0.786	-	-	0.058	-	-	-
EVPv1 2023.05	0.846	0.895	0.777	-	-	0.059	-	-	-
FEDER 2024.08	0.836	0.897	-	-	80.7	0.066	-	-	-
EVPv2 2023.05	0.833	0.876	0.768	-	-	0.066	-	-	-
ZoomNet 2024.08	0.82	0.877	-	-	79.2	0.066	-	-	-
C2F-Net 2022.07	0.8	0.869	0.73	0.077	77.7	-	-	-	-
C2F-Net 2021.05	0.796	0.854	0.719	0.08	-	-	-	-	-
Basic+ACFM+DGCM 2021.05	0.796	0.854	0.719	0.08	-	-	-	-	-
JCOD 2023.05	0.792	0.839	-	-	-	0.082	-	-	-
LSR 2022.07	0.787	0.855	0.696	0.08	75.6	-	-	-	-
Basic+DGCM 2021.05	0.786	0.84	0.696	0.081	-	-	-	-	-
Basic+ACFM 2021.05	0.784	0.831	0.694	0.086	-	-	-	-	-
MirrorNet 2022.07	0.784	0.849	0.652	0.078	76.7	-	-	-	-
FBNet 2023.05	0.783	0.839	0.702	-	-	0.081	-	-	-
PFNet 2022.07	0.782	0.852	0.695	0.085	75.1	-	-	-	-
PFNet 2023.05	0.782	0.852	0.695	-	-	0.085	-	-	-
PFNet 2024.08	0.782	0.841	-	-	75.1	0.085	-	-	-
EVPv2 2023.05	0.781	0.837	0.683	-	-	0.082	-	-	-
ERRNet 2022.07	0.779	0.851	0.679	0.085	73.1	-	-	-	-
Basic 2021.05	0.774	0.829	0.684	0.09	-	-	-	-	-
PraNet 2022.07	0.769	0.833	0.663	0.094	71.5	-	-	-	-
C2F-Net 2022.07	0.765	0.838	0.68	0.087	73.2	-	-	-	-
WS-SAM 2023.05	0.759	0.818	-	0.092	74.2	-	-	-	-
SINet 2022.07	0.752	0.835	0.606	0.1	70.9	-	-	-	-
SINet 2021.05	0.751	0.771	0.606	0.1	-	-	-	-	-
SINet 2023.05	0.751	0.771	0.606	-	-	0.1	-	-	-
SINet 2024.08	0.745	0.804	-	-	71.2	0.092	-	-	-
MirrorNet 2021.05	0.741	0.804	0.652	0.1	-	-	-	-	-
SCOD+ 2023.05	0.741	0.818	-	0.09	71.6	-	-	-	-
UCNet 2022.07	0.739	0.811	0.64	0.094	71.6	-	-	-	-
SCOD 2023.05	0.735	0.815	-	0.092	70.9	-	-	-	-
SCOD 2023.12	0.735	0.815	-	0.092	70.9	-	-	-	-
EGNet 2021.05	0.732	0.768	0.583	0.104	-	-	-	-	-
SAM-S 2023.05	0.731	0.774	-	0.105	68.2	-	-	-	-
SAM-S 2023.12	0.731	0.774	-	0.105	68.2	-	-	-	-
CPD 2021.05	0.726	0.729	0.55	0.115	-	-	-	-	-
GenSAM 2023.12	0.719	0.775	-	0.113	65.9	-	-	-	-
WS-SAM 2023.05	0.718	0.757	-	0.102	70.3	-	-	-	-
TEL 2023.05	0.717	0.797	-	0.104	68.1	-	-	-	-
TEL 2023.12	0.717	0.797	-	0.104	68.1	-	-	-	-
CPD 2022.07	0.716	0.807	0.556	0.113	67.5	-	-	-	-
SCWS 2023.05	0.713	0.795	-	0.102	65.8	-	-	-	-
SCWS 2023.12	0.713	0.795	-	0.102	65.8	-	-	-	-
RankNet 2023.05	0.712	0.791	0.583	-	-	0.104	-	-	-
PoolNet 2022.07	0.703	0.79	0.494	0.128	62.8	-	-	-	-
WSSA 2023.05	0.696	0.786	-	0.118	61.5	-	-	-	-
WSSA 2023.12	0.696	0.786	-	0.118	61.5	-	-	-	-
SCWS 2023.05	0.687	0.672	-	0.142	62.4	-	-	-	-
SCWS 2023.12	0.687	0.672	-	0.142	62.4	-	-	-	-
FPN 2021.05	0.684	0.677	0.483	0.131	-	-	-	-	-
FPN 2022.07	0.684	0.791	0.483	0.131	64.2	-	-	-	-
ANet-SRM 2021.05	0.682	0.685	0.484	0.126	-	-	-	-	-
ANet-SRM 2022.07	0.682	0.725	0.484	0.126	59.3	-	-	-	-
SAM-P 2023.05	0.677	0.693	-	0.123	64.9	-	-	-	-
SAM-P 2023.12	0.677	0.693	-	0.123	64.9	-	-	-	-
SCOD+ 2023.05	0.666	0.693	-	0.129	64.2	-	-	-	-
PSPNet 2021.05	0.663	0.659	0.455	0.139	-	-	-	-	-
PSPNet 2022.07	0.663	0.778	0.445	0.139	60.5	-	-	-	-
SCOD 2023.05	0.663	0.688	-	0.137	62.9	-	-	-	-
SCOD 2023.12	0.663	0.688	-	0.137	62.9	-	-	-	-
EGNet 2022.07	0.662	0.78	0.495	0.125	64	-	-	-	-
PFANet 2021.05	0.659	0.622	0.391	0.172	-	-	-	-	-
WSSA 2023.05	0.649	0.652	-	0.148	60.7	-	-	-	-
WSSA 2023.12	0.649	0.652	-	0.148	60.7	-	-	-	-
TEL 2023.05	0.645	0.674	-	0.133	66.2	-	-	-	-
TEL 2023.12	0.645	0.674	-	0.133	66.2	-	-	-	-
SAM 2023.05	0.643	0.639	-	0.16	59.7	-	-	-	-
SAM 2023.05	0.643	0.639	-	0.16	59.7	-	-	-	-
SAM 2023.12	0.643	0.639	-	0.16	59.7	-	-	-	-
SAM 2023.12	0.643	0.639	-	0.16	59.7	-	-	-	-
BASNet 2021.05	0.618	0.661	0.413	0.159	-	-	-	-	-
BASNet 2022.07	0.618	0.713	0.413	0.159	52.5	-	-	-	-
MSRCNN 2022.07	0.618	0.67	0.454	0.133	54.4	-	-	-	-
MSRCNN 2021.05	0.617	0.669	0.454	0.133	-	-	-	-	-
PiCANet 2021.05	0.609	0.584	0.356	0.156	-	-	-	-	-
PiCANet 2022.07	0.609	0.753	0.356	0.155	53.8	-	-	-	-
UNet++ 2021.05	0.599	0.653	0.392	0.149	-	-	-	-	-
UNet++ 2022.07	0.599	0.74	0.392	0.149	52.2	-	-	-	-
MaskRCNN 2021.05	0.574	0.715	0.43	0.151	-	-	-	-	-
MaskRCNN 2022.07	0.574	0.716	0.43	0.151	52.1	-	-	-	-
CLIP Surgery+SAM 2023.12	0.573	0.666	-	0.206	46.6	-	-	-	-
HTC 2022.07	0.477	0.442	0.174	0.172	33.8	-	-	-	-
HTC 2021.05	0.476	0.442	0.174	0.172	-	-	-	-	-
SINet-v2 2025.12	-	-	-	-	-	0.07	0.82	0.882	74.3
C2FNet-v2 2025.12	-	-	-	-	-	0.077	0.8	0.869	73
ZoomNet 2025.12	-	-	-	-	-	0.066	0.82	0.892	75.2
BGNet 2025.12	-	-	-	-	-	0.073	0.812	0.87	74.9
FEDER 2025.12	-	-	-	-	-	0.066	0.836	0.897	80.7
FSPNet 2025.12	-	-	-	-	-	0.05	0.856	0.899	79.9
OAFormer 2025.12	-	-	-	-	-	0.048	0.866	0.924	82.6
FPNet 2025.12	-	-	-	-	-	0.056	0.852	0.905	80.6
SARNet 2025.12	-	-	-	-	-	0.047	0.868	0.927	82.8
DINet 2025.12	-	-	-	-	-	0.068	0.821	0.874	-
CamoFormer 2025.12	-	-	-	-	-	0.044	0.878	0.934	83.9
PRNet 2025.12	-	-	-	-	-	0.05	0.872	0.922	-
DRFNet 2025.12	-	-	-	-	-	0.047	0.868	0.925	83.2
RISNet 2025.12	-	-	-	-	-	0.05	0.87	0.922	82.7
CSFIN 2025.12	-	-	-	-	-	0.047	0.876	0.929	83.2

Showing 100 of 103 rows