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Motion Forecasting

Motion forecasting is the task of predicting the location of a tracked object in the future

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–205 of 205 papers

Title	Date	Tasks	Status	Hype
Peeking into the Future: Predicting Future Person Activities and Locations in Videos	Feb 11, 2019	Activity PredictionFuture prediction	CodeCode Available	1
Human Motion Prediction via Spatio-Temporal Inpainting	Dec 13, 2018	Generative Adversarial NetworkHuman motion prediction	CodeCode Available	0
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs	Oct 14, 2018	Decision MakingMotion Forecasting	CodeCode Available	0
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks	Mar 29, 2018	Collision AvoidanceMotion Forecasting	CodeCode Available	1
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images	Sep 30, 2017	Motion ForecastingOptical Flow Estimation	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	WST	brier-minFDE (K=6)	26.41	—	Unverified
2	BaseballBro	brier-minFDE (K=6)	24.35	—	Unverified
3	Constant velocity map prior	brier-minFDE (K=6)	23.39	—	Unverified
4	DQS	brier-minFDE (K=6)	12.88	—	Unverified
5	xjtub09	brier-minFDE (K=6)	11.46	—	Unverified
6	suu	brier-minFDE (K=6)	9.51	—	Unverified
7	yellowtaxi	brier-minFDE (K=6)	8.86	—	Unverified
8	Online_CL	brier-minFDE (K=6)	8.75	—	Unverified
9	RuSheng	brier-minFDE (K=6)	8.38	—	Unverified
10	mmmddd	brier-minFDE (K=6)	8.26	—	Unverified