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SotA/Methodology/16k/Manga109 - 3x upscaling

16k on Manga109 - 3x upscaling

Metric: SSIM (higher is better)

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#Model↕SSIM▼AugmentationsPaperDate↕Code
1Hi-IR-L0.9588NoHierarchical Information Flow for Generalized Ef...2024-11-27-
2HMA†0.958YesHMANet: Hybrid Multi-Axis Aggregation Network fo...2024-05-08Code
3HAT-L0.9576NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
4HAT0.9567NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
5SwinFIR0.9563NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
6CPAT+0.9563NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
7CPAT0.9559NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
8DRLN+0.9518NoDensely Residual Laplacian Super-Resolution2019-06-28Code
9HAN+0.9509NoSingle Image Super-Resolution via a Holistic Att...2020-08-20Code
10CSNLN0.9502NoImage Super-Resolution with Cross-Scale Non-Loca...2020-06-02Code
11ML-CrAIST0.9501NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
12ML-CrAIST-Li0.9492NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
13PMRN+0.948NoSequential Hierarchical Learning with Distributi...2020-07-19-
14LFFN-S0.9381NoLightweight Feature Fusion Network for Single Im...2019-02-15Code