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SotA/Methodology/16k/Urban100 - 2x upscaling

16k on Urban100 - 2x upscaling

Metric: SSIM (higher is better)

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#Model↕SSIM▼AugmentationsPaperDate↕Code
1DRCT-L0.9516NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
2HMA†0.9513YesHMANet: Hybrid Multi-Axis Aggregation Network fo...2024-05-08Code
3Hi-IR-L0.9505NoHierarchical Information Flow for Generalized Ef...2024-11-27-
4HAT-L0.9505NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
5HAT0.9489NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
6CPAT+0.9487NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
7CPAT0.9481NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
8DRCT0.9474NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
9SwinFIR0.9473NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
10DRLN+0.9402NoDensely Residual Laplacian Super-Resolution2019-06-28Code
11HAN+0.9398NoSingle Image Super-Resolution via a Holistic Att...2020-08-20Code
12CSNLN0.9386NoImage Super-Resolution with Cross-Scale Non-Loca...2020-06-02Code
13HBPN0.938NoHierarchical Back Projection Network for Image S...2019-06-17Code
14ML-CrAIST0.937NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
15ML-CrAIST-Li0.9361NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
16SwinOIR0.9353NoResolution Enhancement Processing on Low Quality...2023-03-16Code
17DBPN-RES-MR64-30.935NoDeep Back-Projection Networks for Single Image S...2019-04-04Code
18PMRN+0.9342NoSequential Hierarchical Learning with Distributi...2020-07-19-
19SPBP-L+0.9277NoSub-Pixel Back-Projection Network For Lightweigh...2020-08-03Code