dichotomous-image-segmentation-on-dis-vd

Object DetectionRGB Salient Object DetectionDichotomous Image Segmentation

Results over time

Click legend items to toggle metrics. Hover points for model names.

Leaderboard

Paper	Code	max F-Measure	weighted F-measure	MAE	S-Measure	E-measure	HCE	ModelName	ReleaseDate
BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation	✓ Link	0.923	0.871	0.031	0.916	0.935		BEN_Base	2025-01-08
BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation	✓ Link	0.919	0.896	0.027	0.917	0.958		BEN_Base+Refiner	2025-01-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior	✓ Link	0.913	0.873	0.030	0.916	0.944		PDFNet	2025-03-08
Multi-view Aggregation Network for Dichotomous Image Segmentation	✓ Link	0.904	0.863	0.034	0.905	0.941	893	MVANet	2024-04-11
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.889	0.853	0.038	0.898	0.928	1006	BiRefNet	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.889			0.900		904	InSPyReNet (HR scale)	2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.876	0.826	0.043	0.887	0.921	905	InSPyReNet	2022-09-20
Highly Accurate Dichotomous Image Segmentation	✓ Link	0.791	0.717	0.074	0.813	0.856	1116	IS-Net	2022-03-06
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	✓ Link	0.748	0.656	0.090	0.781	0.823	1413	U2Net	2020-05-18
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	✓ Link	0.734	0.640	0.096	0.773	0.814	1324	HySM	2020-12-21
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.731	0.641	0.094	0.768	0.816	1402	BASNet	2019-06-01
Deep High-Resolution Representation Learning for Visual Recognition	✓ Link	0.726	0.641	0.095	0.767	0.824	1560	HRNet	2019-08-20
Searching for MobileNetV3	✓ Link	0.714	0.642	0.092	0.758	0.841	1625	MBV3	2019-05-06
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	✓ Link	0.697	0.609	0.102	0.747	0.811	1503	ICNet	2017-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation	✓ Link	0.696	0.613	0.103	0.740	0.817	1598	STDC	2021-04-27
U-Net: Convolutional Networks for Biomedical Image Segmentation	✓ Link	0.692	0.586	0.113	0.745	0.785	1337	UNet	2015-05-18
Camouflaged Object Segmentation with Distraction Mining	✓ Link	0.691	0.604	0.106	0.740	0.811	1606	PFNet	2021-04-21
Pyramid Scene Parsing Network	✓ Link	0.691	0.603	0.102	0.744	0.802	1588	PSPNet	2016-12-04
F3Net: Fusion, Feedback and Focus for Salient Object Detection	✓ Link	0.685	0.595	0.107	0.733	0.800	1567	F3Net	2019-11-26
Suppress and Balance: A Simple Gated Network for Salient Object Detection	✓ Link	0.678	0.574	0.110	0.723	0.783	1493	GateNet	2020-07-16
Concealed Object Detection	✓ Link	0.665	0.584	0.110	0.727	0.798	1568	SINetV2	2021-02-20
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	✓ Link	0.662	0.548	0.116	0.728	0.767	1660	BSV1	2018-08-02
Rethinking Atrous Convolution for Semantic Image Segmentation	✓ Link	0.660	0.568	0.114	0.716	0.796	1520	DeeplabV3+	2017-06-17
Global Context-Aware Progressive Aggregation Network for Salient Object Detection	✓ Link	0.648	0.542	0.118	0.718	0.765	1555	GCPANet	2020-03-02

OpenCodePapers

dichotomous-image-segmentation-on-dis-vd