dichotomous-image-segmentation-on-dis-te3

Object DetectionRGB Salient Object DetectionDichotomous Image Segmentation

Results over time

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Leaderboard

Paper	Code	max F-Measure	weighted F-measure	MAE	S-Measure	E-measure	HCE	ModelName	ReleaseDate
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior	✓ Link	0.936	0.900	0.027	0.928	0.957		PDFNet	2025-03-08
Multi-view Aggregation Network for Dichotomous Image Segmentation	✓ Link	0.929	0.890	0.031	0.920	0.954	525	MVANet	2024-04-11
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.923	0.891	0.030	0.918	0.952	573	BiRefNet	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.919	0.871	0.034	0.918	0.938	522	InSPyReNet (HR scale)	2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.904	0.856	0.038	0.902	0.938	582	InSPyReNet	2022-09-20
Highly Accurate Dichotomous Image Segmentation	✓ Link	0.830	0.758	0.064	0.836	0.883	687	IS-Net	2022-03-06
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	✓ Link	0.798	0.707	0.079	0.809	0.858	965	U2Net	2020-05-18
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	✓ Link	0.792	0.701	0.079	0.811	0.857	887	HySM	2020-12-21
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.785	0.696	0.083	0.798	0.856	948	BASNet	2019-06-01
Deep High-Resolution Representation Learning for Visual Recognition	✓ Link	0.784	0.700	0.080	0.805	0.869	1049	HRNet	2019-08-20
Searching for MobileNetV3	✓ Link	0.772	0.702	0.078	0.764	0.880	1136	MBV3	2019-05-06
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	✓ Link	0.752	0.664	0.091	0.780	0.852	1001	ICNet	2017-04-27
Camouflaged Object Segmentation with Distraction Mining	✓ Link	0.751	0.664	0.092	0.777	0.854	1082	PFNet	2021-04-21
U-Net: Convolutional Networks for Biomedical Image Segmentation	✓ Link	0.748	0.644	0.098			883	UNet	2015-05-18
Pyramid Scene Parsing Network	✓ Link	0.747	0.657	0.092	0.774	0.843	1111	PSPNet	2016-12-04
Rethinking BiSeNet For Real-time Semantic Segmentation	✓ Link	0.745	0.662	0.090	0.771	0.855	1081	STDC	2021-04-27
F3Net: Fusion, Feedback and Focus for Salient Object Detection	✓ Link	0.743	0.656	0.092	0.773	0.848	1059	F3Net	2019-11-26
Concealed Object Detection	✓ Link	0.730	0.641	0.096	0.766	0.849	1096	SINetV2	2021-02-20
Suppress and Balance: A Simple Gated Network for Salient Object Detection	✓ Link	0.726	0.620	0.103	0.747	0.815	972	GateNet	2020-07-16
Rethinking Atrous Convolution for Semantic Image Segmentation	✓ Link	0.717	0.623	0.102	0.749	0.833	999	DeeplabV3+	2017-06-17
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	✓ Link	0.710	0.595	0.109	0.757	0.801	1146	BSV1	2018-08-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection	✓ Link	0.699	0.590	0.109	0.748	0.801	1058	GCPANet	2020-03-02

OpenCodePapers

dichotomous-image-segmentation-on-dis-te3