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 271–280 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Saliency Propagation From Simple to Difficult	Jun 1, 2015	Saliency Detection	—Unverified	0	0
Salient Object Detection by Lossless Feature Reflection	Feb 19, 2018	Objectobject-detection	—Unverified	0	0
Salient Object Detection in Video using Deep Non-Local Neural Networks	Oct 16, 2018	object-detectionObject Detection	—Unverified	0	0
Where's YOUR focus: Personalized Attention	Feb 22, 2018	PredictionSaliency Detection	—Unverified	0	0
Salient Object Detection via Bootstrap Learning	Jun 1, 2015	Objectobject-detection	—Unverified	0	0
Salient Object Detection via Bounding-box Supervision	May 11, 2022	Objectobject-detection	—Unverified	0	0
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss	Jan 21, 2019	Objectobject-detection	—Unverified	0	0
Visual Saliency Detection in Advanced Driver Assistance Systems	Jul 26, 2023	Photoplethysmography (PPG)Saliency Detection	—Unverified	0	0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation	Mar 2, 2024	Auxiliary Learningimage-classification	—Unverified	0	0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model	Oct 10, 2017	Density Estimationobject-detection	—Unverified	0	0

Show:10 25 50

← PrevPage 28 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