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Scanpath prediction

Learning to Predict Sequences of Human Fixations.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–34 of 34 papers

Title	Date	Tasks	Status	Hype
Predicting Human Scanpaths in Visual Question Answering	Jun 19, 2021	Deep Reinforcement LearningQuestion Answering	CodeCode Available	1
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference	May 3, 2021	Recommendation Systemsreinforcement-learning	—Unverified	0
State-of-the-Art in Human Scanpath Prediction	Feb 24, 2021	BenchmarkingPrediction	—Unverified	0
On gaze deployment to audio-visual cues of social interactions	Sep 2, 2020	Scanpath prediction	CodeCode Available	1
Wave Propagation of Visual Stimuli in Focus of Attention	Jun 19, 2020	Scanpath prediction	—Unverified	0
Gravitational Laws of Focus of Attention	Jun 4, 2019	PredictionSaliency Detection	CodeCode Available	0
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks	Sep 3, 2018	PredictionScanpath prediction	CodeCode Available	0
Variational Laws of Visual Attention for Dynamic Scenes	Dec 1, 2017	Saliency DetectionScanpath prediction	CodeCode Available	0
SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes	Jul 11, 2017	Scanpath prediction	CodeCode Available	0

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All datasets CapMIT1003 Coutrot Dataset 1 FixaTons

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	NevaClip	SBTDE	0.38	—	Unverified
2	G-Eymol	SBTDE	0.34	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	G-EYMOL	Scaled time-delay embeddings	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	G-EYMOL	Scaled time-delay embeddings	0.85	—	Unverified