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 131–140 of 268 papers

TitleStatusHype
SUSiNet: See, Understand and Summarize it—0
Task-driven Webpage Saliency—0
Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks—0
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training—0
Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction—0
The Effect of Distortions on the Prediction of Visual Attention—0
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach—0
Training Deep Networks to be Spatially Sensitive—0
Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding—0
Tumor Saliency Estimation for Breast Ultrasound Images via Breast Anatomy Modeling—0
Show:102550
← PrevPage 14 of 27Next →
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