---
id: 20260331-T0-03
title: "GUI领域偏见新解决方案：实时网络视频检索技术"
title_en: "GUIDE: Real-time web retrieval solves GUI domain bias"
url: https://ai.daily.yangsir.net/daily/20260331-T0-03
issue_date: 2026-03-31
publish_date: 2026-03-30T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.26266
---

# GUI领域偏见新解决方案：实时网络视频检索技术

研究团队提出GUIDE方法，通过实时网络视频检索解决GUI代理的领域偏见问题。传统模型因缺乏领域特定数据训练，在专业软件操作中表现不佳。新方法结合即插即用标注技术，显著提升了GUI代理在陌生软件环境中的操作准确率，为AI助手在专业软件中的应用铺平道路。

## English Version

**GUIDE: Real-time web retrieval solves GUI domain bias**

Researchers introduce GUIDE, a method solving GUI agent domain bias via real-time web video retrieval. Traditional models struggle with domain-specific software due to insufficient training data. The new approach with plug-and-play annotation significantly improves operation accuracy in unfamiliar software environments.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.26266)

**详情页**：https://ai.daily.yangsir.net/daily/20260331-T0-03

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