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 231–240 of 364 papers

Title	Date	Tasks	Status	Hype
Synergistic saliency and depth prediction for RGB-D saliency detection	Jul 3, 2020	Depth EstimationDepth Prediction	—Unverified	0
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography	May 15, 2019	BIG-bench Machine LearningSaliency Detection	—Unverified	0
Task-driven Webpage Saliency	Sep 1, 2018	PredictionSaliency Detection	—Unverified	0
Temporal-Spatial Feature Pyramid for Video Saliency Detection	May 10, 2021	DecoderSaliency Detection	—Unverified	0
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut	Sep 1, 2022	Object DiscoverySaliency Detection	—Unverified	0
Top-Down Saliency Detection Driven by Visual Classification	Sep 15, 2017	ClassificationGeneral Classification	—Unverified	0
Towards Accurate RGB-D Saliency Detection with Complementary Attention and Adaptive Integration	Feb 8, 2021	Saliency Detection	—Unverified	0
Towards Effective Codebookless Model for Image Classification	Jul 9, 2015	ClassificationGeneral Classification	—Unverified	0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context	Oct 14, 2023	Contrastive Learningobject-detection	—Unverified	0
Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models	Dec 1, 2010	ClassificationDepth Estimation	—Unverified	0

Show:10 25 50

← PrevPage 24 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