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 91–100 of 268 papers

TitleStatusHype
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