# Results of the 2023 CommonRoad Motion Planning Competition for Autonomous Vehicles

arXiv: https://arxiv.org/abs/2411.06425 · HTML: https://mlsanity.com/paper/2411.06425/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 10 Nov 2024.

## Built on by (most cited first, 1 of 1)

- [Results of the 2024 CommonRoad Motion Planning Competition for Autonomous Vehicles](https://mlsanity.com/paper/2512.19564/) (2025)

## Abstract (arXiv)

In recent years, different approaches for motion planning of autonomous vehicles have been proposed that can handle complex traffic situations. However, these approaches are rarely compared on the same set of benchmarks. To address this issue, we present the results of a large-scale motion planning competition for autonomous vehicles based on the CommonRoad benchmark suite. The benchmark scenarios contain highway and urban environments featuring various types of traffic participants, such as passengers, cars, buses, etc. The solutions are evaluated considering efficiency, safety, comfort, and compliance with a selection of traffic rules. This report summarizes the main results of the competition.