SOTAVerified

Scanpath prediction

Learning to Predict Sequences of Human Fixations.

Papers

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Showing 1–10 of 34 papers

TitleStatusHype
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg ImagesCode1
Few-shot Personalized Scanpath PredictionCode1
On gaze deployment to audio-visual cues of social interactionsCode1
Predicting Human Scanpaths in Visual Question AnsweringCode1
Unifying Top-down and Bottom-up Scanpath Prediction Using TransformersCode1
Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human AttentionCode1
Beyond Average: Individualized Visual Scanpath Prediction—0
A Simple and efficient deep Scanpath Prediction—0
An Inter-observer consistent deep adversarial training for visual scanpath prediction—0
DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° 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