SimAug

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series6 results

Trajectory PredictiononStanford Drone
FDE-8/12 @K= 20· 2020-04-04
19.71
best: 41.44 (Social GAN)
SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras arXiv:2004.02022
Trajectory PredictiononActEV
FDE-8/12· 2020-04-04
34.68
best: 37.24 (Next)
SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras arXiv:2004.02022
Trajectory PredictiononStanford Drone
ADE-8/12 @K = 20
10.27
best: 27.23 (Social GAN)
Trajectory PredictiononActEV
ADE-8/12
17.96
best: 18.51 (Multiverse)
Trajectory PredictiononStanford Drone
ADE-8/12 @K = 20
10.27
best: 27.23 (Social GAN)
Trajectory PredictiononActEV
ADE-8/12
17.96
best: 18.51 (Multiverse)