Sophie

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

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

Time Series3 results

Trajectory PredictiononETH/UCY
ADE-8/12· 2018-06-05
0.54
SOTA
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints arXiv:1806.01482
Trajectory PredictiononStanford Drone
ADE-8/12 @K = 20· 2018-06-05
16.27
best: 27.23 (Social GAN)
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints arXiv:1806.01482
Trajectory PredictiononStanford Drone
FDE-8/12 @K= 20· 2018-06-05
29.38
best: 41.44 (Social GAN)
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints arXiv:1806.01482