AI 中文总结
该论文回顾了首届LoViF 2026雨滴与反射联合去除挑战赛，该赛针对自动驾驶雨天雨滴-反射复合退化问题，吸引149人参赛、12份有效提交，基于RDRF数据集评估，分析方法结果并提供研究见解。
AI 中文摘要
本 workshop 论文全面回顾了首届雨滴与反射联合去除挑战赛。该挑战赛旨在解决自动驾驶领域中一个常遇到的实际问题，即雨天的雨滴-反射复合退化问题。本次比赛吸引了149名注册参与者，收到12份有效的最终提交及对应情况说明书，对雨滴与反射的联合去除领域的进展有显著贡献。所有方法均在我们的实拍 RainDrop and ReFlection (RDRF) 数据集上开发与评估。本报告对提交方法及对应结果进行了详细分析，突出了有效方法，并为未来研究提供了有趣见解。
英文摘要
This workshop paper comprehensively reviews the First Challenge on Unified Removal of Raindrops and Reflections. The challenge aims to address a frequently encountered practical problem in the field of autonomous driving, i.e., raindrop-reflection composite degradation on rainy days. This competition attracted 149 registered participants and received 12 valid final submissions with corresponding fact sheets, significantly contributing to the progress of unified removal of raindrops and reflections. All the methods are developed and evaluated on our real-shot RainDrop and ReFlection (RDRF) dataset. A detailed analysis of the submitted methods and corresponding results is provided in this report, which highlights effective approaches and provides interesting insights for future research.
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