Saliency Prediction

A saliency map is a model that predicts eye fixations on a visual scene. Saliency prediction is informed by the human visual attention mechanism and predicts the possibility of the human eyes to stay in a certain position in the scene.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 121–130 of 268 papers

Title	Date	Tasks	Status
Modeling Object Dissimilarity for Deep Saliency Prediction	Apr 8, 2021	ObjectPrediction	CodeCode Available
A Gated Fusion Network for Dynamic Saliency Prediction	Feb 15, 2021	PredictionSaliency Prediction	—Unverified
Audiovisual Saliency Prediction in Uncategorized Video Sequences based on Audio-Video Correlation	Jan 7, 2021	Saliency Prediction	—Unverified
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance	Jan 1, 2021	AllGraph Learning	—Unverified
Statistically Consistent Saliency Estimation	Jan 1, 2021	Computational EfficiencySaliency Prediction	—Unverified
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.	Jan 1, 2021	Contrastive LearningDecoder	CodeCode Available
Learning Category-level Shape Saliency via Deep Implicit Surface Networks	Dec 14, 2020	Point Cloud ClassificationSaliency Prediction	—Unverified
A Psychophysical Oriented Saliency Map Prediction Model	Nov 8, 2020	modelPrediction	—Unverified
RecSal : Deep Recursive Supervision for Visual Saliency Prediction	Aug 31, 2020	PredictionSaliency Prediction	—Unverified
A Compact Deep Architecture for Real-time Saliency Prediction	Aug 30, 2020	PredictionSaliency Prediction	—Unverified

Show:10 25 50

← PrevPage 13 of 27Next →

All datasets SALECI SALICON MIT300 CAT2000

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Transalnet	KL	0.87	—	Unverified
2	TempSAL	KL	0.71	—	Unverified
3	SSwin transformer	KL	0.65	—	Unverified
4	ECT-SAL	KL	0.58	—	Unverified
5	SUM	KL	0.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC	0.88	—	Unverified
2	SalNAS-XL + Self-KD	AUC	0.87	—	Unverified
3	TempSAL	AUC	0.87	—	Unverified
4	MDS-ViTNet	AUC	0.87	—	Unverified
5	TranSalNet	AUC	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC-Judd	0.91	—	Unverified
2	TranSalNet	AUC-Judd	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	KL	0.27	—	Unverified