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 211–220 of 364 papers

Title	Date	Tasks	Status	Hype
Saliency map using features derived from spiking neural networks of primate visual cortex	May 2, 2022	Saliency Detection	—Unverified	0
Saliency Propagation From Simple to Difficult	Jun 1, 2015	Saliency Detection	—Unverified	0
Salient Object Detection by Lossless Feature Reflection	Feb 19, 2018	Objectobject-detection	—Unverified	0
Salient Object Detection in Video using Deep Non-Local Neural Networks	Oct 16, 2018	object-detectionObject Detection	—Unverified	0
Salient Object Detection via Bootstrap Learning	Jun 1, 2015	Objectobject-detection	—Unverified	0
Salient Object Detection via Bounding-box Supervision	May 11, 2022	Objectobject-detection	—Unverified	0
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss	Jan 21, 2019	Objectobject-detection	—Unverified	0
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention	Mar 2, 2023	Saliency Detection	—Unverified	0
Self-Attention Recurrent Network for Saliency Detection	Aug 5, 2018	Saliency Detection	—Unverified	0
Self-explanatory Deep Salient Object Detection	Aug 18, 2017	Objectobject-detection	—Unverified	0

Show:10 25 50

← PrevPage 22 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