dichotomous-image-segmentation-on-dis-te2

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	0.921	0.885	0.028	0.924	0.947		PDFNet	2025-03-08
Multi-view Aggregation Network for Dichotomous Image Segmentation	✓ Link	0.916	0.874	0.030	0.915	0.944	251	MVANet	2024-04-11
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.898	0.863	0.035	0.904	0.935	265	BiRefNet	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.894			0.905		255	InSPyReNet (HR scale)	2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.881	0.834	0.038	0.893	0.925	316	InSPyReNet	2022-09-20
Highly Accurate Dichotomous Image Segmentation	✓ Link	0.799	0.728	0.07	0.823	0.858	340	IS-Net	2022-03-06
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	✓ Link	0.759	0.667	0.085	0.794	0.832	451	HySM	2020-12-21
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	✓ Link	0.756	0.668	0.085	0.788	0.833	490	U2Net	2020-05-18
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.755	0.668	0.084	0.786	0.836	480	BASNet	2019-06-01
Deep High-Resolution Representation Learning for Visual Recognition	✓ Link	0.747	0.664	0.087	0.784	0.840	555	HRNet	2019-08-20
Searching for MobileNetV3	✓ Link	0.743	0.672	0.083	0.777	0.856	600	MBV3	2019-05-06
Pyramid Scene Parsing Network	✓ Link	0.724	0.636	0.092	0.763	0.828	586	PSPNet	2016-12-04
Rethinking BiSeNet For Real-time Semantic Segmentation	✓ Link	0.720	0.636	0.092	0.759	0.834	556	STDC	2021-04-27
Camouflaged Object Segmentation with Distraction Mining	✓ Link	0.720	0.633	0.096	0.761	0.829	567	PFNet	2021-04-21
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	✓ Link	0.716	0.627	0.095	0.759	0.826	512	ICNet	2017-04-27
F3Net: Fusion, Feedback and Focus for Salient Object Detection	✓ Link	0.712	0.620	0.097	0.755	0.820	542	F3Net	2019-11-26
U-Net: Convolutional Networks for Biomedical Image Segmentation	✓ Link	0.703	0.597	0.107	0.755		474	UNet	2015-05-18
Suppress and Balance: A Simple Gated Network for Salient Object Detection	✓ Link	0.702	0.598	0.102	0.737	0.804	501	GateNet	2020-07-16
Concealed Object Detection	✓ Link	0.700	0.618	0.099	0.753	0.823	593	SINetV2	2021-02-20
Rethinking Atrous Convolution for Semantic Image Segmentation	✓ Link	0.681	0.587	0.105	0.729	0.813	516	DeeplabV3+	2017-06-17
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	✓ Link	0.680	0.564	0.111	0.740	0.781	621	BSV1	2018-08-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection	✓ Link	0.673	0.570	0.109	0.735	0.786	574	GCPANet	2020-03-02

OpenCodePapers

dichotomous-image-segmentation-on-dis-te2