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 91–100 of 268 papers

Title	Date	Tasks	Status	Hype
Deriving Explanation of Deep Visual Saliency Models	Sep 8, 2021	Explainable ModelsSaliency Prediction	—Unverified	0
Spatio-Temporal Self-Attention Network for Video Saliency Prediction	Aug 24, 2021	PredictionSaliency Prediction	CodeCode Available	1
Specificity-preserving RGB-D Saliency Detection	Aug 18, 2021	Decoderobject-detection	CodeCode Available	1
Saliency for free: Saliency prediction as a side-effect of object recognition	Jul 20, 2021	Object RecognitionSaliency Prediction	—Unverified	0
SALYPATH: A Deep-Based Architecture for visual attention prediction	Jun 29, 2021	Saliency PredictionScanpath prediction	—Unverified	0
Energy-Based Generative Cooperative Saliency Prediction	Jun 25, 2021	PredictionSaliency Prediction	CodeCode Available	0
DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling	May 26, 2021	PredictionSaliency Prediction	CodeCode Available	1
Generative Transformer for Accurate and Reliable Salient Object Detection	Apr 20, 2021	AttributeCamouflaged Object Segmentation	CodeCode Available	1
Noise-Aware Video Saliency Prediction	Apr 16, 2021	PredictionSaliency Prediction	CodeCode Available	0
Modeling Object Dissimilarity for Deep Saliency Prediction	Apr 8, 2021	ObjectPrediction	CodeCode Available	0

Show:10 25 50

← PrevPage 10 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