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

Showing 101150 of 268 papers

TitleStatusHype
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Learning to Predict Salient Faces: A Novel Visual-Audio Saliency ModelCode1
A Gated Fusion Network for Dynamic Saliency Prediction0
Audiovisual Saliency Prediction in Uncategorized Video Sequences based on Audio-Video Correlation0
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.Code0
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance0
Statistically Consistent Saliency Estimation0
Learning Category-level Shape Saliency via Deep Implicit Surface Networks0
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency PredictionCode1
ATSal: An Attention Based Architecture for Saliency Prediction in 360 VideosCode1
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater RobotsCode1
A Psychophysical Oriented Saliency Map Prediction Model0
RSKDD-Net: Random Sample-based Keypoint Detector and DescriptorCode1
Hierarchical Domain-Adapted Feature Learning for Video Saliency PredictionCode1
Uncertainty Inspired RGB-D Saliency DetectionCode1
RecSal : Deep Recursive Supervision for Visual Saliency Prediction0
A Compact Deep Architecture for Real-time Saliency Prediction0
FastSal: a Computationally Efficient Network for Visual Saliency PredictionCode1
n-Reference Transfer Learning for Saliency PredictionCode1
Saliency Prediction with External Knowledge0
Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains0
n-Reference Transfer Learning for Saliency PredictionCode1
ITSELF: Iterative Saliency Estimation fLexible Framework0
"Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous Driving0
Select, Supplement and Focus for RGB-D Saliency DetectionCode1
Distilling Localization for Self-Supervised Representation Learning0
Semantic Segmentation of Underwater Imagery: Dataset and BenchmarkCode1
Unified Image and Video Saliency ModelingCode1
Tidying Deep Saliency Prediction ArchitecturesCode1
Self-supervised Representation Learning for Ultrasound Video0
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach0
Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual PerceptionCode1
STAViS: Spatio-Temporal AudioVisual Saliency NetworkCode1
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment NetworkCode1
Direction Concentration Learning: Enhancing Congruency in Machine LearningCode0
Toward Better Understanding of Saliency Prediction in Augmented 360 Degree Videos0
SKD: Keypoint Detection for Point Clouds using Saliency Estimation0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision0
Looking at the right stuff: Guided semantic-gaze for autonomous driving0
Modeling Bottom-Up and Top-Down Attention with a Neurodynamic Model of V1Code0
An End-to-End Network for Co-Saliency Detection in One Single Image0
Breast Anatomy Enriched Tumor Saliency Estimation0
Deep Learning for Light Field Saliency Detection0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision0
Deep Saliency Models : The Quest For The Loss Function0
Simple vs complex temporal recurrences for video saliency predictionCode0
Tumor Saliency Estimation for Breast Ultrasound Images via Breast Anatomy Modeling0
Gravitational Laws of Focus of AttentionCode0
Viewport Proposal CNN for 360deg Video Quality AssessmentCode0
BASNet: Boundary-Aware Salient Object DetectionCode1
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Benchmark Results

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