The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
| Title: | The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report |
|---|---|
| Authors: | Ren B.; Guo H.; Sun L.; Wu Z.; Timofte R.; Li Y.; Zhang Y.; Chai X.; Cheng Z.; Qin Y.; Yang Y.; Song L.; Yu H.; Xu P.; Wan C.; Huang Z.; Guo P.; Cui S.; Li C.; Hu X.; Pan P.; Zhang X.; Zhang H.; Luo Q.; Jiang L.; Lei H.; Gao Q.; Luo W.; Li T.; Wang Q.; Liu Y.; Wang Y.; An H.; Zhang L.; Zhao S.; Pan J.; Dong J.; Tang J.; Wei J.; Wang M.; Guo R.; Liu Q.; Cheng Y.; Davinci; Gu E.; Liu P.; Yu Y.; Hua H.; Tang Y.; Wang S.; Zhang Z.; Wu J.; Huang J.; Huang Y.; Chen S.; Chen R.; Feng Y.; Li M.; Wu X.; Liu Z.; Zhong J.; Yoon K.; Gankhuyag G.; Zhong S.; Wu M.; Li R.; Zuo Y.; Tu Z.; Gao Z.; Chen G.; Tian Y.; Chen W.; Yuan W.; Li Z.; Chen Y.; Deng Y.; Deng R.; Zheng H.; Wei Y.; Zhao W.; Wang F.; Li K.; Su M.; Lee J. -H.; Son D. -H.; Choi U. -J.; Shao T.; Ma M.; Ko D.; Kwak Y.; Lee J.; Kwak J.; Jiang Y.; Zhu Q.; Teng S.; Zhang F.; Zhu S.; Zeng B.; Bull D.; Hu J.; Deng H.; Zhu L.; Fan Q.; Deng W.; Xu Z.; Pinjari J. B.; Purohit K.; Xiao Z.; Vashisth S.; Dudhane A.; Hambarde P.; Chaudhary S.; Tazi S. N.; Patil P.; Vipparthi S. K.; Murala S.; Shen W. -C.; Chen I. -H.; Xu Y.; Zhao C.; Chen Z.; Khatami-Rizi A.; Mahmoudi-Aznaveh A.; Merino A.; Longarela B.; Abad J.; Conde M. V.; Bianco S.; Cogo L.; Corti G. |
| Contributors: | Ren, B; Guo, H; Sun, L; Wu, Z; Timofte, R; Li, Y; Zhang, Y; Chai, X; Cheng, Z; Qin, Y; Yang, Y; Song, L; Yu, H; Xu, P; Wan, C; Huang, Z; Guo, P; Cui, S; Li, C; Hu, X; Pan, P; Zhang, X; Zhang, H; Luo, Q; Jiang, L; Lei, H; Gao, Q; Luo, W; Li, T; Wang, Q; Liu, Y; Wang, Y; An, H; Zhang, L; Zhao, S; Pan, J; Dong, J; Tang, J; Wei, J; Wang, M; Guo, R; Liu, Q; Cheng, Y; Davinci; Gu, E; Liu, P; Yu, Y; Hua, H; Tang, Y; Wang, S; Zhang, Z; Wu, J; Huang, J; Huang, Y; Chen, S; Chen, R; Feng, Y; Li, M; Wu, X; Liu, Z; Zhong, J; Yoon, K; Gankhuyag, G; Zhong, S; Wu, M; Li, R; Zuo, Y; Tu, Z; Gao, Z; Chen, G; Tian, Y; Chen, W; Yuan, W; Li, Z; Chen, Y; Deng, Y; Deng, R; Zheng, H; Wei, Y; Zhao, W; Wang, F; Li, K; Su, M; Lee, J; Son, D; Choi, U; Shao, T; Ma, M |
| Publisher Information: | IEEE Computer Society |
| Publication Year: | 2025 |
| Collection: | Università degli Studi di Milano-Bicocca: BOA (Bicocca Open Archive) |
| Subject Terms: | efficient super-resolution; low-level vision |
| Description: | This paper presents a comprehensive review of the NTIRE 2025 Challenge on Single-Image Efficient Super-Resolution (ESR). The challenge aimed to advance the development of deep models that optimize key computational metrics, i.e., runtime, parameters, and FLOPs, while achieving a PSNR of at least 26.90 dB on the DIV2K_LSDIR_valid dataset and 26.99 dB on the DIV2K_LSDIR_test dataset. A robust participation saw 244 registered entrants, with 43 teams submitting valid entries. This report meticulously analyzes these methods and results, emphasizing groundbreaking advancements in state-of-the-art single-image ESR techniques. The analysis highlights innovative approaches and establishes benchmarks for future research in the field. |
| Document Type: | conference object |
| File Description: | ELETTRONICO |
| Language: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/isbn/9798331599942; ispartofbook:IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025 - 11-12 June 2025; firstpage:908; lastpage:957; numberofpages:50; serie:IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS; https://hdl.handle.net/10281/583301 |
| DOI: | 10.1109/CVPRW67362.2025.00095 |
| Availability: | https://hdl.handle.net/10281/583301; https://doi.org/10.1109/CVPRW67362.2025.00095 |
| Rights: | info:eu-repo/semantics/openAccess ; license:Licenza open access specifica dell’editore ; license uri:publisher |
| Accession Number: | edsbas.4F9369AC |
| Database: | BASE |