Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Alibaba Tongyi Lab

Research official 2 src. ~1 min

Qwen-UI-Agent is a foundation GUI agent trained on a fleet of 100+ physical phones with an automated data flywheel and online RL over trajectories exceeding 100 steps, handling long-horizon tasks across mobile, desktop, web, and search.

Why it matters

Reports state-of-the-art real-device results (92.2% MobileWorld-Real, 79.5% OSWorld-Verified) that the authors claim beat Claude, GPT-5.6, and Gemini 3.1 on real-phone agent benchmarks — a notable claim against frontier competitors worth tracking for independent verification.

Importance: 3/5

Notable technical report from a major lab (Alibaba Tongyi) claiming SOTA real-device GUI agent results.

agents gui-agent reinforcement-learning

Sources

official Qwen-UI-Agent Technical Report

official Qwen-UI-Agent (arXiv)