PreGSU: A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network

PreGSU, a pre-trained graph scene understanding model, can support various autonomous driving downstream tasks by learning the universal interaction and reasoning of traffic scenes through self-supervised pre-training on masked roadmap modeling and virtual interaction force modeling.