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

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Showing 151–175 of 268 papers

TitleStatusHype
Visual saliency detection: a Kalman filter based approach—0
Visual saliency estimation by integrating features using multiple kernel learning—0
Visual Saliency Maps Can Apply to Facial Expression Recognition—0
Visual Saliency Prediction Using a Mixture of Deep Neural Networks—0
Webpage Saliency Prediction with Two-stage Generative Adversarial Networks—0
Weighted Linear Discriminant Analysis based on Class Saliency Information—0
WEPSAM: Weakly Pre-Learnt Saliency Model—0
Where's YOUR focus: Personalized Attention—0
A Compact Deep Architecture for Real-time Saliency Prediction—0
XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision—0
A Gated Fusion Network for Dynamic Saliency Prediction—0
A Hybrid Framework for Tumor Saliency Estimation—0
A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions—0
A model of saliency-based visual attention for rapid scene analysis—0
A Modified Word Saliency-Based Adversarial Attack on Text Classification Models—0
An Element Sensitive Saliency Model with Position Prior Learning for Web Pages—0
An End-to-End Network for Co-Saliency Detection in One Single Image—0
A Psychophysical Oriented Saliency Map Prediction Model—0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection—0
Toward Better Understanding of Saliency Prediction in Augmented 360 Degree Videos—0
ASP:A Fast Adversarial Attack Example Generation Framework based on Adversarial Saliency Prediction—0
A trained humanoid robot can perform human-like crossmodal social attention and conflict resolution—0
Attention for Robot Touch: Tactile Saliency Prediction for Robust Sim-to-Real Tactile Control—0
Audio-visual Saliency for Omnidirectional Videos—0
Audiovisual Saliency Prediction in Uncategorized Video Sequences based on Audio-Video Correlation—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