AIM 2025 Challenge on High FPS Motion Deblurring: Methods and Results. - George Ciubotariu; Florin-Alexandru Vasluianu; Zhuyun Zhou; Nancy Mehta; Radu Timofte; Ke Wu; Long Sun; Lingshun Kong; Zhongbao Yang; Jinshan Pan; Jiangxin Dong; Jinhui Tang 001; et al. (CoRR, 2025)

WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration. - Qiyuan Guan; Qianfeng Yang; Xiang Chen 015; Tianyu Song 003; Guiyue Jin; Jiyu Jin (CoRR, 2025)

SmokeBench: A Real-World Dataset for Surveillance Image Desmoking in Early-Stage Fire Scenes. - Wenzhuo Jin; Qianfeng Yang; Xianhao Wu; Hongming Chen; Pengpeng Li; Xiang Chen (CoRR, 2025)