Paper Code

BibTeX

@inproceedings{kong2025mobileworld,
      title={MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive, and MCP-Augmented Environments},
      author={Quyu Kong and Xu Zhang and Zhenyu Yang and Nolan Gao and Chen Liu and Panrong Tong and Chenglin Cai and Hanzhang Zhou and Jianan Zhang and Liangyu Chen and Zhidan Liu and Steven Hoi and Yue Wang},
      booktitle={Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL)},
      year={2026},
      url={https://arxiv.org/abs/2512.19432},
}

Arena

Compare two models head-to-head on individual tasks. Select models, filter by outcome, then inspect their trajectories side-by-side to understand differences in reasoning and navigation.

Model A

Model B

Arena

Outcome Filter

Tasks

Task Trajectory