DrivingBench: Can Vision-Language Models Drive a Toyota Corolla?

Aditya Ramabadran, Simon Mahns, Tobias Gessler

Frontier models excel at many digital benchmarks, yet their ability to drive a real car, an everyday human skill, remains largely untested. We present DrivingBench, to our knowledg…