GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments
Source
Lin Fu, Zheyuan Yang, Tianhui Zhang, Jinbiao Wei, Guo Gan, Boxu Liu, Yilun Zhao, Yu Rong
Author
Lin Fu, Zheyuan Yang, Tianhui Zhang, Jinbiao Wei, Guo Gan, Boxu Liu, Yilun Zhao, Yu Rong
Date
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
If you train or evaluate GUI agents against a generated environment, next-screen accuracy is the wrong metric. Contextual consistency over a rollout is what determines whether the environment is usable at all.
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