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 91–100 of 364 papers

Title	Date	Tasks	Status	Hype
Cluster-Based Point Set Saliency	Dec 1, 2015	ClusteringInterest Point Detection	—Unverified	0
A General Framework for Saliency Detection Methods	Dec 27, 2019	Saliency Detection	—Unverified	0
Fast Hybrid Image Retargeting	Mar 25, 2022	Image RetargetingSaliency Detection	—Unverified	0
Characterness: An Indicator of Text in the Wild	Sep 25, 2013	Saliency DetectionScene Text Detection	—Unverified	0
Can Image Retrieval help Visual Saliency Detection?	Sep 24, 2017	Image RetrievalRetrieval	—Unverified	0
A novel graph structure for salient object detection based on divergence background and compact foreground	Nov 30, 2017	Objectobject-detection	—Unverified	0
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection	Oct 22, 2021	object-detectionObject Detection	—Unverified	0
A novel attention model for salient structure detection in seismic volumes	Jan 17, 2022	Saliency DetectionSeismic Imaging	—Unverified	0
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network	Feb 2, 2017	regressionSaliency Detection	—Unverified	0
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning	Mar 3, 2017	Objectobject-detection	—Unverified	0

Show:10 25 50

← PrevPage 10 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