salient-object-detection-on-duts-te

Object DetectionRGB Salient Object Detection

Results over time

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Leaderboard

Paper	Code	S-Measure	max F-measure	mean E-Measure	MAE	mean F-Measure	Weighted F-Measure	ModelName	ReleaseDate
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.944	0.943	0.962	0.018	0.925	0.920	BiRefNet (DUTS, HRSOD, UHRSD)	2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.942	0.942	0.961	0.018	0.925	0.919	BiRefNet (DUTS, UHRSD)	2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.939	0.937	0.958	0.019	0.919	0.913	BiRefNet (DUTS)	2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.938	0.935	0.960	0.018	0.923	0.918	BiRefNet (DUTS, HRSOD)	2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation	✓ Link	0.933	0.928	0.954	0.020	0.913	0.907	BiRefNet (HRSOD, UHRSD)	2024-01-07
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	✓ Link	0.931	0.892		0.024			InSPyReNet	2022-09-20
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection	✓ Link	0.927			0.024		0.902	M3Net-S	2023-09-15
TRACER: Extreme Attention Guided Salient Object Tracing Network	✓ Link	0.919	0.932		0.022	0.904		TRACER-TE7	2021-12-14
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection	✓ Link	0.897			0.036		0.849	M3Net-R	2023-09-15
Uncertainty Inspired RGB-D Saliency Detection	✓ Link	0.890		0.931	0.034	0.864		UCNet-ABP	2020-09-07
Uncertainty Inspired RGB-D Saliency Detection	✓ Link	0.888		0.927	0.034	0.860		UCNet-CVAE	2020-09-07
BASNet: Boundary-Aware Salient Object Detection	✓ Link	0.876		0.896	0.047	0.823		BASNet	2019-06-01
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss		0.871	0.859		0.048			CFDN	2021-10-13
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection		0.846	0.828	0.887	0.049	0.790		DGRL	2018-06-01
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection	✓ Link	0.842	0.863	0.853	0.050	0.757		PiCANet	2017-08-21
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels	✓ Link	0.837			0.05			HybridSOD	2022-09-07
P2T: Pyramid Pooling Transformer for Scene Understanding	✓ Link		0.912		0.029			P2T-Small	2021-06-22
P2T: Pyramid Pooling Transformer for Scene Understanding	✓ Link		0.895		0.033			P2T-Tiny	2021-06-22
A Simple Pooling-Based Design for Real-Time Salient Object Detection	✓ Link		0.892		0.036			PoolNet (VGG-16)	2019-04-21
Progressive Attention Guided Recurrent Network for Salient Object Detection	✓ Link		0.854		0.055			PAGR	2018-06-01
A Stagewise Refinement Model for Detecting Salient Objects in Images	✓ Link		0.826		0.058			SRM	2017-10-01
Instance-Level Salient Object Segmentation			0.824		0.062			MSR	2017-04-12
Non-Local Deep Features for Salient Object Detection	✓ Link		0.816		0.065			NLDF	2017-07-01
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection			0.815		0.065			DHS	2016-06-01
Deeply supervised salient object detection with short connections	✓ Link		0.813		0.065			DSS	2016-11-15
Deep Contrast Learning for Salient Object Detection			0.786		0.081			DCL	2016-03-07
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection	✓ Link		0.773		0.075			Amulet	2017-08-07
Learning Uncertain Convolutional Features for Accurate Saliency Detection	✓ Link		0.771		0.116			UCF	2017-08-07
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection				0.937	0.029	0.886		C4Net	2021-10-22
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement				0.931	0.034	0.853		CPDR-L	2025-01-11
TRACER: Extreme Attention Guided Salient Object Tracing Network	✓ Link				0.035			TRACER-(ResNet50)	2021-12-14

OpenCodePapers

salient-object-detection-on-duts-te