dichotomous-image-segmentation-on-dis-te1

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	0.890	0.846	0.031	0.899	0.927		PDFNet	2025-03-08
Multi-view Aggregation Network for Dichotomous Image Segmentation	✓ Link	0.873	0.823	0.037	0.879	0.911	104	MVANet	2024-04-11
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.855	0.814	0.038	0.882	0.908	106	BiRefNet	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.845	0.788	0.045	0.873	0.894	110	InSPyReNet (HR scale)	2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.834			0.862		148	InSPyReNet	2022-09-20
Highly Accurate Dichotomous Image Segmentation	✓ Link	0.740	0.662	0.074	0.787	0.820	149	IS-Net	2022-03-06
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	✓ Link	0.695	0.597	0.082	0.761	0.803	205	HySM	2020-12-21
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	✓ Link	0.694	0.601	0.083	0.760	0.801	224	U2Net	2020-05-18
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.688	0.595	0.084	0.754	0.801	220	BASNet	2019-06-01
Searching for MobileNetV3	✓ Link	0.669	0.595	0.083	0.740	0.818	274	MBV3	2019-05-06
Deep High-Resolution Representation Learning for Visual Recognition	✓ Link	0.668	0.579	0.088	0.742	0.797	262	HRNet	2019-08-20
Rethinking BiSeNet For Real-time Semantic Segmentation	✓ Link	0.648	0.562	0.090	0.723	0.798	249	STDC	2021-04-27
Camouflaged Object Segmentation with Distraction Mining	✓ Link	0.646	0.552	0.094	0.722	0.786	253	PFNet	2021-04-21
Pyramid Scene Parsing Network	✓ Link	0.645	0.557	0.089	0.725	0.791	267	PSPNet	2016-12-04
Concealed Object Detection	✓ Link	0.644	0.558	0.094	0.727	0.791	274	SINetV2	2021-02-20
F3Net: Fusion, Feedback and Focus for Salient Object Detection	✓ Link	0.640	0.549	0.095	0.721	0.783	244	F3Net	2019-11-26
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	✓ Link	0.631	0.535	0.095	0.716	0.784	234	ICNet	2017-04-27
U-Net: Convolutional Networks for Biomedical Image Segmentation	✓ Link	0.625	0.514	0.106	0.716	0.750	233	UNet	2015-05-18
Suppress and Balance: A Simple Gated Network for Salient Object Detection	✓ Link	0.620	0.517	0.099	0.701	0.766	230	GateNet	2020-07-16
Rethinking Atrous Convolution for Semantic Image Segmentation	✓ Link	0.601	0.506	0.102	0.694	0.772	234	DeeplabV3+	2017-06-17
Global Context-Aware Progressive Aggregation Network for Salient Object Detection	✓ Link	0.598	0.495	0.103	0.705	0.750	271	GCPANet	2020-03-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	✓ Link	0.595	0.474	0.108	0.695	0.741	288	BSV1	2018-08-02

OpenCodePapers

dichotomous-image-segmentation-on-dis-te1