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SotA/Computer Vision/Image Super-Resolution/Set14 - 2x upscaling

Image Super-Resolution on Set14 - 2x upscaling

Metric: SSIM (higher is better)

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#Model↕SSIM▼Extra DataPaperDate↕Code
1Hi-IR-L0.9311NoHierarchical Information Flow for Generalized Ef...2024-11-27-
2DRCT-L0.9302NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
3HMA†0.9297YesHMANet: Hybrid Multi-Axis Aggregation Network fo...2024-05-08Code
4HAT-L0.9293NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
5DRCT0.9287NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
6HAT0.9282NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
7CPAT+0.928NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
8CPAT0.9277NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
9SwinFIR0.9276NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
10MaIR0.9268NoMaIR: A Locality- and Continuity-Preserving Mamb...2024-12-28Code
11DRLN+0.9247NoDensely Residual Laplacian Super-Resolution2019-06-28Code
12CSRCNN0.924NoCascade Convolutional Neural Network for Image S...2020-08-24-
13HAN+0.9224NoSingle Image Super-Resolution via a Holistic Att...2020-08-20Code
14CSNLN0.9223NoImage Super-Resolution with Cross-Scale Non-Loca...2020-06-02Code
15SwinOIR0.922NoResolution Enhancement Processing on Low Quality...2023-03-16Code
16ML-CrAIST0.922NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
17ML-CrAIST-Li0.9213NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
18DBPN-RES-MR64-30.921NoDeep Back-Projection Networks for Single Image S...2019-04-04Code
19HBPN0.921NoHierarchical Back Projection Network for Image S...2019-06-17Code
20SPBP-L+0.9178NoSub-Pixel Back-Projection Network For Lightweigh...2020-08-03Code
21RED300.9144NoImage Restoration Using Convolutional Auto-encod...2016-06-29Code
22DCSCN0.9126NoFast and Accurate Image Super Resolution by Deep...2017-07-18Code
23c-DCSCN0.909NoFast and Accurate Image Super Resolution by Deep...2017-07-18Code