Dichotomous Image Segmentation On Dis Te3

评估指标

E-measure

HCE

MAE

S-Measure

max F-Measure

weighted F-measure

评测结果

各个模型在此基准测试上的表现结果

							Paper Title	Repository
BSV1	0.801	1146	0.109	0.757	0.710	0.595	BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
GCPANet	0.801	1058	0.109	0.748	0.699	0.590	Global Context-Aware Progressive Aggregation Network for Salient Object Detection
GateNet	0.815	972	0.103	0.747	0.726	0.620	Suppress and Balance: A Simple Gated Network for Salient Object Detection
DeeplabV3+	0.833	999	0.102	0.749	0.717	0.623	Rethinking Atrous Convolution for Semantic Image Segmentation
UNet	-	883	0.098	-	0.748	0.644	U-Net: Convolutional Networks for Biomedical Image Segmentation
SINetV2	0.849	1096	0.096	0.766	0.730	0.641	Concealed Object Detection
F3Net	0.848	1059	0.092	0.773	0.743	0.656	F3Net: Fusion, Feedback and Focus for Salient Object Detection
PSPNet	0.843	1111	0.092	0.774	0.747	0.657	Pyramid Scene Parsing Network
PFNet	0.854	1082	0.092	0.777	0.751	0.664	Camouflaged Object Segmentation with Distraction Mining
ICNet	0.852	1001	0.091	0.780	0.752	0.664	ICNet for Real-Time Semantic Segmentation on High-Resolution Images
STDC	0.855	1081	0.090	0.771	0.745	0.662	Rethinking BiSeNet For Real-time Semantic Segmentation
BASNet	0.856	948	0.083	0.798	0.785	0.696	BASNet: Boundary-Aware Salient Object Detection	-
HRNet	0.869	1049	0.080	0.805	0.784	0.700	Deep High-Resolution Representation Learning for Visual Recognition
U2Net	0.858	965	0.079	0.809	0.798	0.707	U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection
HySM	0.857	887	0.079	0.811	0.792	0.701	HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
MBV3	0.880	1136	0.078	0.764	0.772	0.702	Searching for MobileNetV3
IS-Net	0.883	687	0.064	0.836	0.830	0.758	Highly Accurate Dichotomous Image Segmentation
InSPyReNet	0.938	582	0.038	0.902	0.904	0.856	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
InSPyReNet (HR scale)	0.938	522	0.034	0.918	0.919	0.871	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection
MVANet	0.954	525	0.031	0.920	0.929	0.890	Multi-view Aggregation Network for Dichotomous Image Segmentation

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Dichotomous Image Segmentation On Dis Te3

评估指标

评测结果