[论文] The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report

## 论文概要 **研究领域**: CV **作者**: Bin Ren, Hang Guo, Yan Shu 等 **发布时间**: 2026-04-03 **arXiv**: [2604.03198](https://arxiv.org/abs/2604.03198) ## 中文摘要 本文回顾了NTIRE 2026高效单图像超分辨率挑战，重点关注提出的解决方案和结果。该挑战的目标是设计一个网络，在保持DIV2K_LSDIR_valid数据集约26.90 dB PSNR和DIV2K_LSDIR_test数据集26.99 dB PSNR的同时，减少运行时间、参数量和FLOPs中的一个或多个方面。该挑战有95名注册参与者，15个团队提交了有效方案。 ## 原文摘要 This paper reviews the NTIRE 2026 challenge on efficient single-image super-resolution with a focus on the proposed solutions and results. The aim of this challenge is to devise a network that reduces one or several aspects, such as runtime, parameters, and FLOPs, while maintaining PSNR of around 26.90 dB on the DIV2K_LSDIR_valid dataset, and 26.99 dB on the DIV2K_LSDIR_test dataset. The challenge had 95 registered participants, and 15 teams made valid submissions. They gauge the state-of-the-art results for efficient single-image super-resolution. --- *自动采集于 2026-04-06* #论文 #arXiv #CV #小凯