Trajectory Prediction on JAAD

Metric: MSE(1.5) (lower is better)

LeaderboardDataset

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Results

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#	Model↕	MSE(1.5)▲	Extra Data	Paper	Date↕	Code
1	SGNet	1049	No	Stepwise Goal-Driven Networks for Trajectory Pre...	2021-03-25	Code
2	BiTrap-D	1206	No	BiTraP: Bi-directional Pedestrian Trajectory Pre...	2020-07-29	Code
3	PIE_traj	1280	No	-	-	Code
4	FOL-X	1374	No	Unsupervised Traffic Accident Detection in First...	2019-03-02	Code
5	Bayesian-LSTM	1535	No	Long-Term On-Board Prediction of People in Traff...	2017-11-24	-

#1SGNetSOTA
1049
MSE(1.5)· 2021-03-25
Stepwise Goal-Driven Networks for Trajectory Prediction Code
#2BiTrap-DSOTA
1206
MSE(1.5)· 2020-07-29
BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation Code
#3PIE_traj
1280
MSE(1.5)
No paperCode
#4FOL-XSOTA
1374
MSE(1.5)· 2019-03-02
Unsupervised Traffic Accident Detection in First-Person Videos Code
#5Bayesian-LSTMSOTA
1535
MSE(1.5)· 2017-11-24
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty