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SotA/Graphs/Super-Resolution/DIV2K val - 4x upscaling

Super-Resolution on DIV2K val - 4x upscaling

Metric: PSNR (higher is better)

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#Model↕PSNR▼Extra DataPaperDate↕Code
1EDSR29.25NoEnhanced Deep Residual Networks for Single Image...2017-07-10Code
2FxSR-PD t=0.029.24NoFlexible Style Image Super-Resolution using Cond...2022-01-13Code
3LINF t=0.029.14YesLocal Implicit Normalizing Flow for Arbitrary-Sc...2023-03-09Code
4AESOP29.137NoAuto-Encoded Supervision for Perceptual Image Su...2024-11-28Code
5LIIF29NoLearning Continuous Image Representation with Lo...2020-12-16Code
6RCOT28.41NoResidual-Conditioned Optimal Transport: Towards ...2024-05-05Code
7PixelRL-SR28.08No--Code
8LINF-LP28YesBoosting Flow-based Generative Super-Resolution ...2024-03-16Code
9SROOE27.69NoPerception-Oriented Single Image Super-Resolutio...2022-11-24Code
10IDM27.59YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
11FxSR-PD t=0.827.51NoFlexible Style Image Super-Resolution using Cond...2022-01-13Code
12SRFlow-LP27.51YesBoosting Flow-based Generative Super-Resolution ...2024-03-16Code
13LINF27.33YesLocal Implicit Normalizing Flow for Arbitrary-Sc...2023-03-09Code
14SRFlow27.09YesSRFlow: Learning the Super-Resolution Space with...2020-06-25Code
15LAR-SR27.03YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
16HCFlow27.02YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
17GOUB26.89NoImage Restoration Through Generalized Ornstein-U...2023-12-16Code
18Bicubic26.7NoImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
19HCFlow++26.61YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
20RankSRGAN26.55YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code
21ESRGAN26.22YesImplicit Diffusion Models for Continuous Super-R...2023-03-29Code