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Camouflaged Object Segmentation On Cod

Metrics

MAE

S-Measure

Weighted F-Measure

Results

Performance results of various models on this benchmark

Model Name	MAE	S-Measure	Weighted F-Measure	Paper Title	Repository
ZoomNeXt-ResNet-50	0.026	0.861	0.768	ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection	-
ZoomNeXt-PVTv2-B5	0.018	0.898	0.827	ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection	-
SINet*	0.051	0.771	0.551	Concealed Object Detection	-
SINet	0.092	0.685	0.352	Camouflaged Object Detection
ZoomNeXt-PVTv2-B4	0.017	0.898	0.838	ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection	-
EVPv1	0.029	0.843	0.742	Explicit Visual Prompting for Low-Level Structure Segmentations	-
EGNet	0.056	0.737	0.509	EGNet: Edge Guidance Network for Salient Object Detection
BiRefNet	0.014	0.913	0.874	Bilateral Reference for High-Resolution Dichotomous Image Segmentation	-
EVPv2	0.029	0.843	0.746	Explicit Visual Prompting for Universal Foreground Segmentations	-
BASNet	0.092	0.685	0.352	BASNet: Boundary-Aware Salient Object Detection	-
CPD	0.059	0.747	0.508	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection	-

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Camouflaged Object Segmentation On Cod | SOTA | HyperAI