[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

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*

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