DriveJudge: Rethinking Autonomous Driving Evaluation with Vision-Language Models

Xinglong Sun, Kevin Xie, Jenny Schmalfuss +5

Autonomous driving has shifted towards end-to-end policy learning, where reliable, interpretable policy evaluation is a fundamental challenge as driving quality is highly context-d…