On Offline Evaluation of 3D Object Detection for Autonomous Driving

Tim Schreier, Katrin Renz, Andreas Geiger +1

Prior work in 3D object detection evaluates models using offline metrics like average precision since closed-loop online evaluation on the downstream driving task is costly. Howeve…