This paper reviews the NTIRE 2024 Challenge on Shortform UGC Video Quality Assessment (S-UGC VQA), where various excellent solutions are submitted and evaluated on the collected dataset KVQ from popular short-form video platform, i.e., Kuaishou/Kwai Platform. The KVQ database is divided into three parts, including 2926 videos for training, 420 videos for validation, and 854 videos for testing. The purpose is to build new benchmarks and advance the development of S-UGC VQA. The competition had 200 participants and 13 teams submitted valid solutions for the final testing phase. The proposed solutions achieved state-of-the-art performances for S-UGC VQA. The project can be found at https://github.com/lixinustc/KVQChallenge-CVPR-NTIRE2024.
@article{arxiv.2404.11313,
title = {NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results},
author = {Xin Li and Kun Yuan and Yajing Pei and Yiting Lu and Ming Sun and Chao Zhou and Zhibo Chen and Radu Timofte and Wei Sun and Haoning Wu and Zicheng Zhang and Jun Jia and Zhichao Zhang and Linhan Cao and Qiubo Chen and Xiongkuo Min and Weisi Lin and Guangtao Zhai and Jianhui Sun and Tianyi Wang and Lei Li and Han Kong and Wenxuan Wang and Bing Li and Cheng Luo and Haiqiang Wang and Xiangguang Chen and Wenhui Meng and Xiang Pan and Huiying Shi and Han Zhu and Xiaozhong Xu and Lei Sun and Zhenzhong Chen and Shan Liu and Fangyuan Kong and Haotian Fan and Yifang Xu and Haoran Xu and Mengduo Yang and Jie Zhou and Jiaze Li and Shijie Wen and Mai Xu and Da Li and Shunyu Yao and Jiazhi Du and Wangmeng Zuo and Zhibo Li and Shuai He and Anlong Ming and Huiyuan Fu and Huadong Ma and Yong Wu and Fie Xue and Guozhi Zhao and Lina Du and Jie Guo and Yu Zhang and Huimin Zheng and Junhao Chen and Yue Liu and Dulan Zhou and Kele Xu and Qisheng Xu and Tao Sun and Zhixiang Ding and Yuhang Hu},
journal= {arXiv preprint arXiv:2404.11313},
year = {2024}
}
Comments
Accepted by CVPR2024 Workshop. The challenge report for CVPR NTIRE2024 Short-form UGC Video Quality Assessment Challenge