NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking 1,5

Benchmarking vision-based driving policies is challenging. On one hand, openloop evaluation with real data is easy, but these results do not reflect closedloop performance. On the other, closed-loop evaluation is possible in simulation, but is hard to scale due to its significant computational demands.