U-LSTM + Social Pooling

Reported on 2 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 Series4 results

Trajectory PredictiononTrajNet++
COL· 2021-06-01
6.56
best: 7.59 (Social LSTM)
Asymmetrical Bi-RNN for pedestrian trajectory encoding arXiv:2106.04419
Trajectory PredictiononTrajNet++
FDE· 2021-06-01
1.15
best: 1.17 (Social LSTM)
Asymmetrical Bi-RNN for pedestrian trajectory encoding arXiv:2106.04419
Trajectory PredictiononTrajNet++
COL· 2021-06-01
6.56
best: 7.59 (Social LSTM)
Asymmetrical Bi-RNN for pedestrian trajectory encoding arXiv:2106.04419
Trajectory PredictiononTrajNet++
FDE· 2021-06-01
1.15
best: 1.17 (Social LSTM)
Asymmetrical Bi-RNN for pedestrian trajectory encoding arXiv:2106.04419