Hybrid computer-use agents
Explore.
Build. Verify.
Can an agent recreate an application
just by using it?
Real software. Recreated by an agent.macOS
ReferenceAgent recreation
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A world of real applications.
250held-out applications
5native platforms
2scoring channels
Ubuntu · macOS · Windows
Android · Web
RecreationBench
How well do agents recreate?
Interested in evaluating self-hosted models or curious about how other models perform? Please contact xiezhihui.xzh@alibaba-inc.com or gaochang.gao@alibaba-inc.com.
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Paper analysis
What do the results reveal?
Cost and benchmark performance
Citation
@misc{qwen2026recreationworld,
title={RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents},
author={Shuai Bai and Jiayong Deng and Sicheng Fan and Yikun Fu and Chang Gao and Xuhao Hu and Mianqiu Huang and Yizhen Jiang and Yuheng Jing and Dehui Kong and Keliang Li and Ning Li and Wanli Li and Dayiheng Liu and Dunjie Lu and Changwei Luo and Que Shen and Zheyuan Wang and Zijian Wang and Jie Wu and Gao Wu and Zhihui Xie and Rui Xie and Haiyang Xu and An Yang and Jiakang Yuan and Yanming Zhang and Jiajun Zhang and Xi Zhang and Zhenru Zhang and Zhuo Zhen and Mingkang Zhu and Bowen Zhou},
year={2026},
eprint={2609.22000},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2609.22000},
}
