From Leaderboard to Deployment: Code Quality Challenges in AV Perception Repositories

Mateus Karvat, Bram Adams, Sidney Givigi

Autonomous vehicle (AV) perception models are typically evaluated solely on benchmark performance metrics, with limited attention to code quality, production readiness and long-ter…