Social LSTM

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

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

Time Series6 results

Trajectory PredictiononTrajNet++
COL· 2020-07-07
7.59
SOTA
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective arXiv:2007.03639
Trajectory PredictiononTrajNet++
FDE· 2020-07-07
1.17
SOTA
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective arXiv:2007.03639
Trajectory PredictiononTrajNet++
COL· 2020-07-07
7.59
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective arXiv:2007.03639
Trajectory PredictiononTrajNet++
FDE· 2020-07-07
1.17
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective arXiv:2007.03639
Trajectory PredictiononStanford Drone
ADE (8/12) @K=5
31.19
Trajectory PredictiononStanford Drone
FDE(8/12) @K=5
56.97