Decoupled Functional Evaluation of Autonomous Driving Models via Feature Map Quality Scoring

Ludan Zhang, Sihan Wang, Yuqi Dai +3

End-to-end models are emerging as the mainstream in autonomous driving perception and planning. However, the lack of explicit supervision signals for intermediate functional module…