Evaluating Pedestrian Trajectory Prediction Methods for Autonomous Driving Applications

Pedestrian trajectory prediction remains a critical challenge for autonomous driving systems. This study evaluates state-of-the-art methods on their accuracy, feature requirements, and computational efficiency when generating single trajectories for practical deployment.