Are socially-aware trajectory prediction models
?really socially-aware
Given the observation trajectories of the agents in the scene, a predictor (here S-LSTM) forecasts the future positions reasonably (blue lines). However, with less than 5cm perturbation in the observation trajectory (in red), an unacceptable collision is predicted.