Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 251–275 of 527 papers

Title	Date	Tasks	Status
Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection	Jun 7, 2022	object-detectionObject Detection	—Unverified
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection	Jun 17, 2021	Knowledge Distillationobject-detection	—Unverified
Dynamic Message Propagation Network for RGB-D Salient Object Detection	Jun 20, 2022	object-detectionObject Detection	—Unverified
Edge-guided Non-local Fully Convolutional Network for Salient Object Detection	Aug 7, 2019	object-detectionObject Detection	—Unverified
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection	Aug 29, 2016	Objectobject-detection	—Unverified
Encoding Based Saliency Detection for Videos and Images	Jun 1, 2015	Action DetectionActivity Detection	—Unverified
End-to-End Human-Gaze-Target Detection with Transformers	Mar 20, 2022	Gaze Predictionobject-detection	—Unverified
Exploiting Color Name Space for Salient Object Detection	Mar 27, 2017	Objectobject-detection	—Unverified
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection	May 14, 2018	object-detectionObject Detection	—Unverified
Exploring Image Enhancement for Salient Object Detection in Low Light Images	Jul 31, 2020	Image EnhancementObject	—Unverified
Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning	Sep 18, 2019	Multi-Task Learningobject-detection	—Unverified
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection	Apr 23, 2024	Decoderobject-detection	—Unverified
Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation	Oct 20, 2020	Knowledge DistillationObject	—Unverified
FIPGNet:Pyramid grafting network with feature interaction strategies	Jul 4, 2024	Objectobject-detection	—Unverified
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection	Jun 1, 2018	Objectobject-detection	—Unverified
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images	Apr 15, 2025	Decoderobject-detection	—Unverified
Generalised Co-Salient Object Detection	Aug 20, 2022	Co-Salient Object DetectionObject	—Unverified
Generic Promotion of Diffusion-Based Salient Object Detection	Dec 1, 2015	ClusteringObject	—Unverified
Geodesic-based Salient Object Detection	Feb 26, 2013	Objectobject-detection	—Unverified
Geometry-Aware 3D Salient Object Detection Network	Feb 23, 2025	Objectobject-detection	—Unverified
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection	Mar 21, 2022	object-detectionObject Detection	—Unverified
Guidance and Teaching Network for Video Salient Object Detection	May 21, 2021	GPUObject	—Unverified
Guided Focal Stack Refinement Network for Light Field Salient Object Detection	May 9, 2023	object-detectionObject Detection	—Unverified
HARF: Hierarchy-Associated Rich Features for Salient Object Detection	Dec 1, 2015	Objectobject-detection	—Unverified
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation	Apr 22, 2021	Clusteringobject-detection	—Unverified

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All datasets ECSSD PASCAL-S HKU-IS DUT-OMRON DUTS-TE SOD

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.95	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.94	—	Unverified
4	EVPv1	S-measure	0.94	—	Unverified
5	EVPv2	S-measure	0.94	—	Unverified
6	SelfReformer	S-measure	0.94	—	Unverified
7	F3Net	S-measure	0.92	—	Unverified
8	LDF(ours)	S-measure	0.92	—	Unverified
9	RCSB	S-measure	0.92	—	Unverified
10	F3Net	S-measure	0.92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FOCUS	S-measure	0.9	—	Unverified
2	SAM2-UNet	S-measure	0.89	—	Unverified
3	EVPv2	S-measure	0.88	—	Unverified
4	EVPv1	S-measure	0.88	—	Unverified
5	SelfReformer-Swin	S-measure	0.88	—	Unverified
6	SelfReformer	S-measure	0.87	—	Unverified
7	LDF(ours)	S-measure	0.86	—	Unverified
8	F3Net	S-measure	0.85	—	Unverified
9	RCSB	S-measure	0.85	—	Unverified
10	F3Net	S-measure	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.94	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.93	—	Unverified
4	EVPv1	S-measure	0.93	—	Unverified
5	SelfReformer	S-measure	0.93	—	Unverified
6	LDF	S-measure	0.92	—	Unverified
7	RCSB	S-measure	0.92	—	Unverified
8	F3Net	S-measure	0.92	—	Unverified
9	U2Net	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.88	—	Unverified
2	FOCUS	S-measure	0.87	—	Unverified
3	EVPv2	S-measure	0.86	—	Unverified
4	SelfReformer-Swin	S-measure	0.86	—	Unverified
5	SelfReformer	S-measure	0.86	—	Unverified
6	LDF	S-measure	0.84	—	Unverified
7	F3Net	S-measure	0.84	—	Unverified
8	RCSB	S-measure	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	Smeasure	0.93	—	Unverified
2	FOCUS	Smeasure	0.93	—	Unverified
3	SelfReformer-Swin	Smeasure	0.92	—	Unverified
4	EVPv2	Smeasure	0.92	—	Unverified
5	SelfReformer	Smeasure	0.91	—	Unverified
6	LDF(ResNet-50)	Smeasure	0.89	—	Unverified
7	F3Net	Smeasure	0.89	—	Unverified
8	RCSB	Smeasure	0.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	U2-Net+	Fwβ	0.7	—	Unverified