arxiv:2604.03198

The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report

Published on Apr 3

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Abstract

The NTIRE 2026 challenge focuses on developing efficient single-image super-resolution networks that reduce computational costs while maintaining high PSNR performance on standard datasets.

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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.

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