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 26–50 of 268 papers

TitleStatusHype
GASP: Gated Attention For Saliency PredictionCode1
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face VideosCode1
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency PredictionCode1
BASNet: Boundary-Aware Salient Object DetectionCode1
Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency DetectionCode1
Panoramic Vision Transformer for Saliency Detection in 360° VideosCode1
Data Augmentation via Latent Diffusion for Saliency PredictionCode1
An Energy-Based Prior for Generative SaliencyCode1
Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement AnalysisCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured MeshesCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modelingCode1
Pyramidal Attention for Saliency DetectionCode1
RSKDD-Net: Random Sample-based Keypoint Detector and DescriptorCode1
Semantic Segmentation of Underwater Imagery: Dataset and BenchmarkCode1
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action RecognitionCode1
Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified BenchmarkCode1
Specificity-preserving RGB-D Saliency DetectionCode1
TempSAL - Uncovering Temporal Information for Deep Saliency PredictionCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
How is Gaze Influenced by Image Transformations? Dataset and ModelCode1
Tidying Deep Saliency Prediction ArchitecturesCode1
ATSal: An Attention Based Architecture for Saliency Prediction in 360 VideosCode1
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment NetworkCode1
Show:102550
← PrevPage 2 of 11Next →
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