---
source: arxiv
url: https://arxiv.org/abs/2607.14075v1
published_at: '2026-07-15T17:48:16'
authors:
- Jingyu Xiao
- Zhongyi Zhang
- Haoran Hou
- Yuxuan Wan
- Yuan Jiang
- Yintong Huo
- Michael R. Lyu
topics:
- automated-software-repair
- code-intelligence
- multimodal-agents
- visual-debugging
- automated-software-production
relevance_score: 0.94
run_id: materialize-outputs
language_code: zh-CN
---

# VisualRepair: Dynamic Tool Calling and Region Focusing for Visual Software Issue Repair

## Summary
## 摘要
VisualRepair 面向通过异构视觉工件传达的软件缺陷自动修复，例如 UI 截图、GIF、IDE 快照和文本图像。该框架结合针对图像类型的视觉工具与动态区域聚焦，并报告称其在 SWE-bench Multimodal 测试集上修复了 196 个问题，比最佳基线多 10 个。

## 问题

## 方法

## 结果

## Problem

## Approach

## Results

## Link
- [https://arxiv.org/abs/2607.14075v1](https://arxiv.org/abs/2607.14075v1)