Co-Salient Object Detection on CoSal2015

70개 결과 · ⬇ CSV · JSON

max E-measure

Rank	Model	max E-measure	S-measure	max F-measure	MAE	mean E-measure	mean F-measure	Paper	Code	Year
1	DMT	0.936	0.897	0.905	0.045	0.922	0.883	Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection	dragonlee258079/DMT	2023
2	GCoNet+	0.924	0.881	0.891	0.0563	0.902	0.870	GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	zhengpeng7/birefnet · zhengpeng7/gconet_plus · zhengpeng7/cosod_fps_collection	2022
3	CADC	0.906	0.866	0.864	0.064	0.874	0.825	Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection	nnizhang/cadc	2021
3	UFO	0.906	0.860	0.865	0.064	0.889	0.848	A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection	suyukun666/UFO	2022
5	DCFM	0.893	0.838	0.856	0.067	0.889	0.850	Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection	siyueyu/dcfm	2022
6	GCoNet	0.888	0.845	0.847	0.068	0.884	0.838	Group Collaborative Learning for Co-Salient Object Detection	fanq15/GCoNet	2021
7	GICD	0.887	0.844	0.844	0.071	0.883	0.835	Gradient-Induced Co-Saliency Detection	zzhanghub/gicd	2020
8	CoEG-Net	0.882	0.836	0.832	0.077	0.867	0.827	Taking a Deeper Look at Co-Salient Object Detection	DengPingFan/CoEGNet	2020
9	EGNet	0.843	0.818	0.786	0.099	–	–	EGNet: Edge Guidance Network for Salient Object Detection	mindspore-ai/models · JXingZhao/EGNet · jiean001/models_m · +4	2019
10	CSMG	0.842	0.774	0.784	0.130	–	–	Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing		2019
11	DMT	0.936	0.897	0.905	0.045	0.922	0.883	Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection	dragonlee258079/DMT	2023
12	GCoNet+	0.924	0.881	0.891	0.0563	0.902	0.870	GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	zhengpeng7/birefnet · zhengpeng7/gconet_plus · zhengpeng7/cosod_fps_collection	2022
13	CADC	0.906	0.866	0.864	0.064	0.874	0.825	Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection	nnizhang/cadc	2021
13	UFO	0.906	0.860	0.865	0.064	0.889	0.848	A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection	suyukun666/UFO	2022
15	DCFM	0.893	0.838	0.856	0.067	0.889	0.850	Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection	siyueyu/dcfm	2022
16	GCoNet	0.888	0.845	0.847	0.068	0.884	0.838	Group Collaborative Learning for Co-Salient Object Detection	fanq15/GCoNet	2021
17	GICD	0.887	0.844	0.844	0.071	0.883	0.835	Gradient-Induced Co-Saliency Detection	zzhanghub/gicd	2020
18	CoEG-Net	0.882	0.836	0.832	0.077	0.867	0.827	Taking a Deeper Look at Co-Salient Object Detection	DengPingFan/CoEGNet	2020
19	EGNet	0.843	0.818	0.786	0.099	–	–	EGNet: Edge Guidance Network for Salient Object Detection	mindspore-ai/models · JXingZhao/EGNet · jiean001/models_m · +4	2019
20	CSMG	0.842	0.774	0.784	0.130	–	–	Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing		2019