第十一届 NTIRE 2026 高效超分辨率挑战报告
计算机视觉与模式识别
2026-04-06 v1
摘要
本文综述了 NTIRE 2026 高效单图像超分辨率挑战，提出了所提出的解决方案和结果。该挑战旨在设计一种网络，在保持 DIV2K_LSDIR_valid 数据集上 PSNR 约为 26.90 dB 以及 DIV2K_LSDIR_test 数据集上 PSNR 约为 26.99 dB 的同时，减少一个或多个方面，如运行时间、参数和 FLOPs。该挑战共有 95 名注册参与者，15 个团队提交了有效结果。它们衡量了高效单图像超分辨率的最先进结果。
引用
@article{arxiv.2604.03198,
title = {The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report},
author = {Bin Ren and Hang Guo and Yan Shu and Jiaqi Ma and Ziteng Cui and Shuhong Liu and Guofeng Mei and Lei Sun and Zongwei Wu and Fahad Shahbaz Khan and Salman Khan and Radu Timofte and Yawei Li and Hongyuan Yu and Pufan Xu and Chen Wu and Long Peng and Jiaojiao Yi and Siyang Yi and Yuning Cui and Jingyuan Xia and Xing Mou and Keji He and Jinlin Wu and Zongang Gao and Sen Yang and Rui Zheng and Fengguo Li and Yecheng Lei and Wenkai Min and Jie Liu and Keye Cao and Shubham Sharma and Manish Prasad and Haobo Li and Matin Fazel and Abdelhak Bentaleb and Rui Chen and Shurui Shi and Zitao Dai and Qingliang Liu and Yang Cheng and Jing Hu and Xuan Zhang and Rui Ding and Tingyi Zhang and Hui Deng and Mengyang Wang and Fulin Liu and Jing Wei and Qian Wang and Hongying Liu and Mingyang Li and Guanglu Dong and Zheng Yang and Chao Ren and Hongbo Fang and Lingxuan Li and Lin Si and Pan Gao and Moncef Gabbouj and Watchara Ruangsang and Supavadee Aramvith},
journal= {arXiv preprint arXiv:2604.03198},
year = {2026}
}
备注
CVPR 2026 NTIRE Workshop Paper, Efficient Super Resolution Technical Report