SOTAVerified

Scanpath prediction

Learning to Predict Sequences of Human Fixations.

Papers

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Showing 11–20 of 34 papers

TitleStatusHype
Beyond Average: Individualized Visual Scanpath Prediction—0
DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° Images—0
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors—0
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization—0
Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human AttentionCode1
Unifying Top-down and Bottom-up Scanpath Prediction Using TransformersCode1
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg ImagesCode1
An Inter-observer consistent deep adversarial training for visual scanpath prediction—0
A domain adaptive deep learning solution for scanpath prediction of paintings—0
Self Supervised Scanpath Prediction Framework for Painting Images—0
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All datasetsCapMIT1003Coutrot Dataset 1FixaTons

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NevaClipSBTDE0.38—Unverified
2G-EymolSBTDE0.34—Unverified
#ModelMetricClaimedVerifiedStatus
1G-EYMOLScaled time-delay embeddings0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1G-EYMOLScaled time-delay embeddings0.85—Unverified