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 111–120 of 364 papers

Title	Date	Tasks	Status	Hype
Specificity-preserving RGB-D Saliency Detection	Aug 18, 2021	Decoderobject-detection	CodeCode Available	1
Free Lunch for Co-Saliency Detection: Context Adjustment	Aug 4, 2021	counterfactualSaliency Detection	—Unverified	0
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation	Jul 25, 2021	Auxiliary Learningimage-classification	CodeCode Available	1
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic Videos	Jul 24, 2021	4kObject	CodeCode Available	1
Fristograms: Revealing and Exploiting Light Field Internals	Jul 22, 2021	3D ReconstructionImage Matting	—Unverified	0
Face Sketch Synthesis via Semantic-Driven Generative Adversarial Network	Jun 29, 2021	Face ParsingFace Sketch Synthesis	—Unverified	0
P2T: Pyramid Pooling Transformer for Scene Understanding	Jun 22, 2021	image-classificationImage Classification	CodeCode Available	1
From Semantic Categories to Fixations: A Novel Weakly-Supervised Visual-Auditory Saliency Detection Approach	Jun 19, 2021	Saliency DetectionVideo Saliency Detection	CodeCode Available	1
DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance	Jun 19, 2021	Saliency Detection	—Unverified	0
Bio-inspired visual attention for silicon retinas based on spiking neural networks applied to pattern classification	May 31, 2021	Saliency Detection	—Unverified	0

Show:10 25 50

← PrevPage 12 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