Social GAN

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

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

Time Series4 results

Trajectory PredictiononStanford Drone
ADE (8/12) @K=5· 2018-03-29
27.25
best: 31.19 (Social LSTM)
SOTA
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks arXiv:1803.10892
Trajectory PredictiononStanford Drone
ADE-8/12 @K = 20· 2018-03-29
27.23
SOTA
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks arXiv:1803.10892
Trajectory PredictiononStanford Drone
FDE(8/12) @K=5· 2018-03-29
41.44
best: 56.97 (Social LSTM)
SOTA
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks arXiv:1803.10892
Trajectory PredictiononStanford Drone
FDE-8/12 @K= 20· 2018-03-29
41.44
SOTA
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks arXiv:1803.10892