Trajectory Prediction on JAAD

Metric: MSE(0.5) (lower is better)

LeaderboardDataset

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Results

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#	Model↕	MSE(0.5)▲	Extra Data	Paper	Date↕	Code
1	SGNet	82	No	Stepwise Goal-Driven Networks for Trajectory Pre...	2021-03-25	Code
2	BiTrap-D	93	No	BiTraP: Bi-directional Pedestrian Trajectory Pre...	2020-07-29	Code
3	PIE_traj	110	No	-	-	Code
4	FOL-X	147	No	Unsupervised Traffic Accident Detection in First...	2019-03-02	Code
5	Bayesian-LSTM	159	No	Long-Term On-Board Prediction of People in Traff...	2017-11-24	-

#1SGNetSOTA
82
MSE(0.5)· 2021-03-25
Stepwise Goal-Driven Networks for Trajectory Prediction Code
#2BiTrap-DSOTA
93
MSE(0.5)· 2020-07-29
BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation Code
#3PIE_traj
110
MSE(0.5)
No paperCode
#4FOL-XSOTA
147
MSE(0.5)· 2019-03-02
Unsupervised Traffic Accident Detection in First-Person Videos Code
#5Bayesian-LSTMSOTA
159
MSE(0.5)· 2017-11-24
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty