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Scanpath prediction
Scanpath prediction
Learning to Predict Sequences of Human Fixations.
Papers
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Showing 21–30 of 34 papers
Title
Date
Tasks
Status
Hype
Scanpath Prediction on Information Visualisations
Dec 4, 2021
Prediction
Saliency Prediction
—
Unverified
0
Self Supervised Scanpath Prediction Framework for Painting Images
Jun 19, 2022
Decoder
Prediction
—
Unverified
0
State-of-the-Art in Human Scanpath Prediction
Feb 24, 2021
Benchmarking
Prediction
—
Unverified
0
Unified Dynamic Scanpath Predictors Outperform Individually Trained Neural Models
May 5, 2024
Saliency Prediction
Scanpath prediction
—
Unverified
0
GazeXplain: Learning to Predict Natural Language Explanations of Visual Scanpaths
Aug 5, 2024
Decoder
Prediction
—
Unverified
0
Predicting Visual Attention in Graphic Design Documents
Jul 2, 2024
Scanpath prediction
—
Unverified
0
SalyPath360: Saliency and Scanpath Prediction Framework for Omnidirectional Images
Jan 1, 2022
Decoder
Prediction
—
Unverified
0
Pathformer3D: A 3D Scanpath Transformer for 360° Images
Jul 15, 2024
Decoder
Prediction
Code
Code Available
0
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks
Sep 3, 2018
Prediction
Scanpath prediction
Code
Code Available
0
OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction
Jul 18, 2024
Decoder
Object
Code
Code Available
0
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All datasets
CapMIT1003
Coutrot Dataset 1
FixaTons
Benchmark Results
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CapMIT1003
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
NevaClip
SBTDE
0.38
—
Unverified
2
G-Eymol
SBTDE
0.34
—
Unverified
▼
Coutrot Dataset 1
1 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
G-EYMOL
Scaled time-delay embeddings
0.86
—
Unverified
▼
FixaTons
1 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
G-EYMOL
Scaled time-delay embeddings
0.85
—
Unverified