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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	Score
ProphNet: Efficient Agent-Centric Motion Forecasting with Anchor-Informed Proposals	Mar 21, 2023	Autonomous DrivingMotion Forecasting	—Unverified	0	0
QML for Argoverse 2 Motion Forecasting Challenge	Jul 13, 2022	Autonomous DrivingMotion Forecasting	—Unverified	0	0
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting	Aug 3, 2021	Autonomous DrivingMotion Forecasting	—Unverified	0	0
Regularizing Towards Soft Equivariance Under Mixed Symmetries	Jun 1, 2023	Motion Forecasting	—Unverified	0	0
Real-time respiratory motion forecasting with online learning of recurrent neural networks for accurate targeting in externally guided radiotherapy	Mar 3, 2024	CPUMotion Forecasting	—Unverified	0	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