SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 268 papers

TitleStatusHype
Learning Saliency Prediction From Sparse Fixation Pixel Map—0
Learning to Predict Saliency on Face Images—0
ASP:A Fast Adversarial Attack Example Generation Framework based on Adversarial Saliency Prediction—0
Exploiting Egocentric Object Prior for 3D Saliency Detection—0
Context-empowered Visual Attention Prediction in Pedestrian Scenarios—0
Clustered Saliency Prediction—0
Enhancing Saliency Prediction in Monitoring Tasks: The Role of Visual Highlights—0
CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective—0
Toward Better Understanding of Saliency Prediction in Augmented 360 Degree Videos—0
CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective—0
Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction—0
Emotional Attention: A Study of Image Sentiment and Visual Attention—0
EML-NET:An Expandable Multi-Layer NETwork for Saliency Prediction—0
Explainable Saliency: Articulating Reasoning with Contextual Prioritization—0
Exploiting Change Blindness for Video Coding: Perspectives from a Less Promising User Study—0
CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video—0
Facial Expression Recognition using Visual Saliency and Deep Learning—0
Context Proposals for Saliency Detection—0
Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images—0
EditIQ: Automated Cinematic Editing of Static Wide-Angle Videos via Dialogue Interpretation and Saliency Cues—0
Few-shot Personalized Saliency Prediction Based on Inter-personnel Gaze Patterns—0
A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions—0
Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection—0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection—0
Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction—0
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All datasetsSALECISALICONMIT300CAT2000

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TransalnetKL0.87—Unverified
2TempSALKL0.71—Unverified
3SSwin transformerKL0.65—Unverified
4ECT-SALKL0.58—Unverified
5SUMKL0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1SUMAUC0.88—Unverified
2SalNAS-XL + Self-KDAUC0.87—Unverified
3TempSALAUC0.87—Unverified
4MDS-ViTNetAUC0.87—Unverified
5TranSalNetAUC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1SUMAUC-Judd0.91—Unverified
2TranSalNetAUC-Judd0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1SUMKL0.27—Unverified