OpenCodePapers

image-super-resolution-on-div2k-val-4x

Image Super-Resolution
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PaperCodeLPIPSPSNRSSIMDISTSLRPSNRNIQEModelNameReleaseDate
Auto-Encoded Supervision for Perceptual Image Super-Resolution✓ Link0.089329.1370.80230.0459AESOP2024-11-28
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation✓ Link0.095727.690.79320.049150.80SROOE2022-11-24
Flexible Style Image Super-Resolution using Conditional Objective✓ Link0.102827.510.7890.051350.542.81FxSR-PD t=0.82022-01-13
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration✓ Link0.10428.410.804RCOT2024-05-05
Boosting Flow-based Generative Super-Resolution Models via Learned Prior✓ Link0.10528.000.7847.3LINF-LP2024-03-16
Boosting Flow-based Generative Super-Resolution Models via Learned Prior✓ Link0.10927.510.7851.51SRFlow-LP2024-03-16
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution✓ Link0.11227.330.76LINF2023-03-09
SRFlow: Learning the Super-Resolution Space with Normalizing Flow✓ Link0.1227.090.7649.963.57SRFlow2020-06-25
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge✓ Link0.22026.890.7478GOUB2023-12-16
Flexible Style Image Super-Resolution using Conditional Objective✓ Link0.23929.240.83830.116953.34.11FxSR-PD t=0.02022-01-13
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution✓ Link0.24829.140.83LINF t=0.02023-03-09
Enhanced Deep Residual Networks for Single Image Super-Resolution✓ Link29.250.9017EDSR2017-07-10
Learning Continuous Image Representation with Local Implicit Image Function✓ Link290.89LIIF2020-12-16
Multi-Step Reinforcement Learning for Single Image Super-Resolution✓ Link28.080.8140PixelRL-SR2020-07-28
Implicit Diffusion Models for Continuous Super-Resolution✓ Link27.590.78IDM2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link27.030.77LAR-SR2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link27.020.76HCFlow2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link26.70.77Bicubic2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link26.610.74HCFlow++2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link26.550.75RankSRGAN2023-03-29
Implicit Diffusion Models for Continuous Super-Resolution✓ Link26.220.75ESRGAN2023-03-29
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