OpenCodePapers

image-super-resolution-on-set5-4x-upscaling

Image Super-Resolution
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PaperCodePSNRSSIMMOSModelNameReleaseDate
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution✓ Link33.380.9089HMA†2024-05-08
Activating More Pixels in Image Super-Resolution Transformer✓ Link33.300.9083HAT-L2022-05-09
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution33.240.9071CPAT+2024-07-23
Hierarchical Information Flow for Generalized Efficient Image Restoration33.220.9103Hi-IR-L2024-11-27
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution33.190.9069CPAT2024-07-23
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration✓ Link33.140.9058MaIR+2024-12-28
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration✓ Link32.930.9045MaIR2024-12-28
Enhanced Deep Residual Networks for Single Image Super-Resolution✓ Link32.460.8968EDSR2017-07-10
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link32.360.8984ML-CrAIST2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link32.150.8962ML-CrAIST-Li2024-08-19
Image Super-Resolution Using Deep Convolutional Networks✓ Link30.490.8628SRCNN2014-12-31
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network✓ Link29.40.84723.58SRGAN2016-09-15
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