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 241–250 of 364 papers

Title	Date	Tasks	Status	Hype
Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition	Apr 24, 2017	Instance SegmentationObject	—Unverified	0
Towards Mesh Saliency Detection in 6 Degrees of Freedom	May 27, 2020	Saliency Detection	—Unverified	0
Towards Stable Co-saliency Detection and Object Co-segmentation	Sep 25, 2022	ObjectSaliency Detection	—Unverified	0
Trajectory saliency detection using consistency-oriented latent codes from a recurrent auto-encoder	Dec 17, 2020	Saliency Detection	—Unverified	0
Transformer-based Network for RGB-D Saliency Detection	Dec 1, 2021	Saliency Detection	—Unverified	0
Unsupervised CNN-based Co-Saliency Detection with Graphical Optimization	Sep 1, 2018	Co-Salient Object DetectionSaliency Detection	—Unverified	0
Unsupervised learning of foreground object detection	Aug 14, 2018	Image SegmentationObject	—Unverified	0
Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism	Apr 19, 2022	Brain Computer InterfaceEEG	—Unverified	0
Unsupervised Neural Architecture for Saliency Detection: Extended Version	Nov 18, 2014	Saliency Detection	—Unverified	0
Unsupervised uncertainty estimation using spatiotemporal cues in video saliency detection	Jan 6, 2019	Saliency DetectionVideo Saliency Detection	—Unverified	0

Show:10 25 50

← PrevPage 25 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