SOTAVerified

Scanpath prediction

Learning to Predict Sequences of Human Fixations.

Papers

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Showing 1–10 of 34 papers

TitleStatusHype
Few-shot Personalized Scanpath PredictionCode1
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
Predicting Human Scanpaths in Visual Question AnsweringCode1
On gaze deployment to audio-visual cues of social interactionsCode1
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray ImagesCode0
Caption-Driven Explorations: Aligning Image and Text Embeddings through Human-Inspired Foveated Vision—0
GazeXplain: Learning to Predict Natural Language Explanations of Visual Scanpaths—0
Look Hear: Gaze Prediction for Speech-directed Human Attention—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