SOTAVerified|Agents Browse Leaderboard About

Saliency Detection

Saliency Detection is a preprocessing step in computer vision which aims at finding salient objects in an image.

Source: An Unsupervised Game-Theoretic Approach to Saliency Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 364 papers

Title	Date	Tasks	Status	Hype	Score
An Unsupervised Game-Theoretic Approach to Saliency Detection	Aug 8, 2017	object-detectionObject Detection	—Unverified	0	0
A General Framework for Saliency Detection Methods	Dec 27, 2019	Saliency Detection	—Unverified	0	0
Exploiting Egocentric Object Prior for 3D Saliency Detection	Nov 9, 2015	ObjectSaliency Detection	—Unverified	0	0
Characterness: An Indicator of Text in the Wild	Sep 25, 2013	Saliency DetectionScene Text Detection	—Unverified	0	0
Exemplar-Driven Top-Down Saliency Detection via Deep Association	Jun 1, 2016	ObjectSaliency Detection	—Unverified	0	0
Can Image Retrieval help Visual Saliency Detection?	Sep 24, 2017	Image RetrievalRetrieval	—Unverified	0	0
A novel graph structure for salient object detection based on divergence background and compact foreground	Nov 30, 2017	Objectobject-detection	—Unverified	0	0
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	Aug 26, 2024	Saliency Detection	—Unverified	0	0
Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions	Mar 1, 2024	Data AugmentationSaliency Detection	—Unverified	0	0
Encoding Based Saliency Detection for Videos and Images	Jun 1, 2015	Action DetectionActivity Detection	—Unverified	0	0

Show:10 25 50

← PrevPage 17 of 37Next →

All datasets DUT-OMRON HKU-IS CAT2000 DUTS-test ECSSD PASCAL Context PASCAL-S

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	UCF	MAE	0.12	—	Unverified
2	U2-Net+	MAE	0.06	—	Unverified
3	U2-Net	MAE	0.05	—	Unverified
4	LDF(ours)	MAE	0.05	—	Unverified
5	Pyramid Feature Attention	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	U2-Net+	MAE	0.04	—	Unverified
2	Pyramid Feature Attention	MAE	0.03	—	Unverified
3	LDF(ours)	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC	0.89	—	Unverified
2	EYMOL	AUC	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.04	—	Unverified
2	PFAN [zhao2019pyramid] (+) PRN	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	max_F1	84.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.07	—	Unverified