NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
Computer Vision and Pattern Recognition
2025-10-16 v1
Abstract
This paper presents a comprehensive review of the NTIRE 2025 Low-Light Image Enhancement (LLIE) Challenge, highlighting the proposed solutions and final outcomes. The objective of the challenge is to identify effective networks capable of producing brighter, clearer, and visually compelling images under diverse and challenging conditions. A remarkable total of 762 participants registered for the competition, with 28 teams ultimately submitting valid entries. This paper thoroughly evaluates the state-of-the-art advancements in LLIE, showcasing the significant progress.
Cite
@article{arxiv.2510.13670,
title = {NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results},
author = {Xiaoning Liu and Zongwei Wu and Florin-Alexandru Vasluianu and Hailong Yan and Bin Ren and Yulun Zhang and Shuhang Gu and Le Zhang and Ce Zhu and Radu Timofte and Kangbiao Shi and Yixu Feng and Tao Hu and Yu Cao and Peng Wu and Yijin Liang and Yanning Zhang and Qingsen Yan and Han Zhou and Wei Dong and Yan Min and Mohab Kishawy and Jun Chen and Pengpeng Yu and Anjin Park and Seung-Soo Lee and Young-Joon Park and Zixiao Hu and Junyv Liu and Huilin Zhang and Jun Zhang and Fei Wan and Bingxin Xu and Hongzhe Liu and Cheng Xu and Weiguo Pan and Songyin Dai and Xunpeng Yi and Qinglong Yan and Yibing Zhang and Jiayi Ma and Changhui Hu and Kerui Hu and Donghang Jing and Tiesheng Chen and Zhi Jin and Hongjun Wu and Biao Huang and Haitao Ling and Jiahao Wu and Dandan Zhan and G Gyaneshwar Rao and Vijayalaxmi Ashok Aralikatti and Nikhil Akalwadi and Ramesh Ashok Tabib and Uma Mudenagudi and Ruirui Lin and Guoxi Huang and Nantheera Anantrasirichai and Qirui Yang and Alexandru Brateanu and Ciprian Orhei and Cosmin Ancuti and Daniel Feijoo and Juan C. Benito and Álvaro García and Marcos V. Conde and Yang Qin and Raul Balmez and Anas M. Ali and Bilel Benjdira and Wadii Boulila and Tianyi Mao and Huan Zheng and Yanyan Wei and Shengeng Tang and Dan Guo and Zhao Zhang and Sabari Nathan and K Uma and A Sasithradevi and B Sathya Bama and S. Mohamed Mansoor Roomi and Ao Li and Xiangtao Zhang and Zhe Liu and Yijie Tang and Jialong Tang and Zhicheng Fu and Gong Chen and Joe Nasti and John Nicholson and Zeyu Xiao and Zhuoyuan Li and Ashutosh Kulkarni and Prashant W. Patil and Santosh Kumar Vipparthi and Subrahmanyam Murala and Duan Liu and Weile Li and Hangyuan Lu and Rixian Liu and Tengfeng Wang and Jinxing Liang and Chenxin Yu},
journal= {arXiv preprint arXiv:2510.13670},
year = {2025}
}
Comments
CVPR NTIRE 2025 Workshop, please refer to https://openaccess.thecvf.com/CVPR2025_workshops/NTIRE