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EvoGenUI-Bench: Evaluating LLMs as Multi-Turn Generative UI Assistants

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By Yue Peng, Zihan Wang, Lanke Xia
| huggingface.co
Published on Aug 29 · Submitted by Yue Peng on Sep 1 · MAPS Research Abstract Large language models can generate interactive web interfaces, but reliable generative UI requires maintaining an executable artifact as user requests evolve. We introduce EvoGenUI-Bench, a benchmark for multi-turn interface maintenance comprising 150 five-turn tasks and 750 turns across three scenarios: information presentation, executable interaction, and tool-grounded external state.
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