# MemU-Bench: Benchmarking GUI Agents on Long-Horizon User Interactions

**Published:** November 3, 2026
**Author:** Yizhou Liu, Zhengxi Lu, Fei Tang, Yiwen Qiu, Yong Du, Tongbo Chen, Bofan Chen, Tao Jiang, Wenhao Xu, Yunfeng Shu, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/memu-bench-benchmarking-gui-agents-on-long-horizon-user-interactions

arXiv:2611.00191v1 Announce Type: new Abstract: Existing Graphical User Interface (GUI) benchmarks predominantly rely on precise and stateless user instructions. In everyday usage, however, instructions are often \emph{vague and history-dependent}: users omit the exact details…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.00191)

**Tags:** #Google DeepMind #OpenAI #Papers with Code #arXiv

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