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SotA/Graphs/Super-Resolution/BSD100 - 2x upscaling

Super-Resolution on BSD100 - 2x upscaling

Metric: SSIM (higher is better)

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#Model↕SSIM▼Extra DataPaperDate↕Code
1WaveMixSR-V20.9326NoWaveMixSR-V2: Enhancing Super-resolution with Hi...2024-09-16Code
2WaveMixSR0.9322NoWaveMixSR: A Resource-efficient Neural Network f...2023-07-01Code
3Hi-IR-L0.9092NoHierarchical Information Flow for Generalized Ef...2024-11-27-
4DRCT-L0.9078NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
5HMA†0.9071YesHMANet: Hybrid Multi-Axis Aggregation Network fo...2024-05-08Code
6DRCT0.9071NoDRCT: Saving Image Super-resolution away from In...2024-03-31Code
7HAT-L0.9066NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
8HAT0.906NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
9CPAT+0.9058NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
10CPAT0.9056NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
11SwinFIR0.9054NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
12DRLN+0.9032NoDensely Residual Laplacian Super-Resolution2019-06-28Code
13CSNLN0.9024NoImage Super-Resolution with Cross-Scale Non-Loca...2020-06-02Code
14SwinOIR0.9022NoResolution Enhancement Processing on Low Quality...2023-03-16Code
15HBPN0.902NoHierarchical Back Projection Network for Image S...2019-06-17Code
16RED300.8974NoImage Restoration Using Convolutional Auto-encod...2016-06-29Code
17HAN+0.8431NoSingle Image Super-Resolution via a Holistic Att...2020-08-20Code