dichotomous-image-segmentation-on-dis-te4

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
Multi-view Aggregation Network for Dichotomous Image Segmentation	✓ Link	0.912	0.857	0.041	0.903	0.944	2331	MVANet	2024-04-11
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior	✓ Link	0.911	0.867	0.037	0.910	0.941		PDFNet	2025-03-08
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.905	0.848	0.042	0.905	0.926	2336	InSPyReNet (HR scale)	2022-09-20
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.900	0.861	0.040	0.898	0.937	2746	BiRefNet	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.892	0.840	0.046	0.891	0.926	2243	InSPyReNet	2022-09-20
Highly Accurate Dichotomous Image Segmentation	✓ Link	0.827	0.753	0.072	0.83	0.87	2888	IS-Net	2022-03-06
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	✓ Link	0.795	0.705	0.087	0.807	0.847	3653	U2Net	2020-05-18
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	✓ Link	0.782	0.693	0.091	0.802	0.842	3331	HySM	2020-12-21
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.780	0.693	0.091	0.794	0.848	3601	BASNet	2019-06-01
Deep High-Resolution Representation Learning for Visual Recognition	✓ Link	0.772	0.687	0.092	0.792	0.854	3864	HRNet	2019-08-20
U-Net: Convolutional Networks for Biomedical Image Segmentation	✓ Link	0.759	0.659	0.102		0.821	3218	UNet	2015-05-18
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	✓ Link	0.749	0.663	0.099	0.776	0.837	3690	ICNet	2017-04-27
Searching for MobileNetV3	✓ Link	0.736	0.664	0.098	0.770	0.848	3817	MBV3	2019-05-06
Rethinking BiSeNet For Real-time Semantic Segmentation	✓ Link	0.731	0.652	0.102	0.762	0.841	3819	STDC	2021-04-27
Camouflaged Object Segmentation with Distraction Mining	✓ Link	0.731	0.647	0.107	0.763	0.838	3803	PFNet	2021-04-21
Suppress and Balance: A Simple Gated Network for Salient Object Detection	✓ Link	0.729	0.625	0.109	0.743	0.803	3654	GateNet	2020-07-16
Pyramid Scene Parsing Network	✓ Link	0.725	0.630	0.107	0.758	0.815	3806	PSPNet	2016-12-04
F3Net: Fusion, Feedback and Focus for Salient Object Detection	✓ Link	0.721	0.633	0.107	0.752	0.825	3760	F3Net	2019-11-26
Rethinking Atrous Convolution for Semantic Image Segmentation	✓ Link	0.715	0.621	0.111	0.744	0.820	3709	DeeplabV3+	2017-06-17
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	✓ Link	0.710	0.598	0.114	0.755	0.788	3999	BSV1	2018-08-02
Concealed Object Detection	✓ Link	0.699	0.616	0.113	0.744	0.824	3683	SINetV2	2021-02-20
Global Context-Aware Progressive Aggregation Network for Salient Object Detection	✓ Link	0.670	0.559	0.127	0.723	0.767	3678	GCPANet	2020-03-02

OpenCodePapers

dichotomous-image-segmentation-on-dis-te4