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
Saliency in Augmented RealityCode0
Pyramidal Attention for Saliency DetectionCode1
Noise Perturbation for Saliency Prediction with Psychophysical Synthetic Images—0
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray ImagesCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
Learning From Pixel-Level Noisy Label: A New Perspective for Light Field Saliency DetectionCode1
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction—0
Reinforced Abstractive Summarization with Adaptive Length Controlling—0
Scanpath Prediction on Information Visualisations—0
Iterative Saliency Enhancement using Superpixel Similarity—0
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face VideosCode1
A trained humanoid robot can perform human-like crossmodal social attention and conflict resolution—0
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic SegmentationCode1
TranSalNet: Towards perceptually relevant visual saliency predictionCode1
Audio-Visual Collaborative Representation Learning for Dynamic Saliency Prediction—0
Deriving Explanation of Deep Visual Saliency Models—0
Spatio-Temporal Self-Attention Network for Video Saliency PredictionCode1
Specificity-preserving RGB-D Saliency DetectionCode1
Saliency for free: Saliency prediction as a side-effect of object recognition—0
SALYPATH: A Deep-Based Architecture for visual attention prediction—0
Energy-Based Generative Cooperative Saliency PredictionCode0
DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modelingCode1
Generative Transformer for Accurate and Reliable Salient Object DetectionCode1
Noise-Aware Video Saliency PredictionCode0
Modeling Object Dissimilarity for Deep Saliency PredictionCode0
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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