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SotA/Computer Vision/Denoising/CBSD68 sigma50

Denoising on CBSD68 sigma50

Metric: PSNR (higher is better)

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#Model↕PSNR▼Extra DataPaperDate↕Code
1IPT29.39YesPre-Trained Image Processing Transformer2020-12-01Code
2ADL29.02NoAdversarial Distortion Learning for Medical Imag...2022-04-29Code
3DMID-d (MMSE)28.69NoStimulating Diffusion Model for Image Denoising ...2023-07-08Code
4DMID-d28.69NoStimulating Diffusion Model for Image Denoising ...2023-07-08Code
5AKDT28.68No--Code
6Instruct-IPT28.61YesInstruct-IPT: All-in-One Image Processing Transf...2024-06-30Code
7Residual Dense Network +28.34NoResidual Dense Network for Image Super-Resolution2018-02-24Code
8RCOT28.25NoResidual-Conditioned Optimal Transport: Towards ...2024-05-05Code
9RIDNet28.14NoReal Image Denoising with Feature Attention2019-04-16Code
10DnCNN28.01NoBeyond Deep Residual Learning for Image Restorat...2016-11-19Code
11CSCNet28NoRethinking the CSC Model for Natural Images2019-09-12Code
12FFDNet27.96NoFFDNet: Toward a Fast and Flexible Solution for ...2017-10-11Code
13PaCNet27.93NoPatch Craft: Video Denoising by Deep Modeling an...2021-03-25Code
14IRCNN27.86NoLearning Deep CNN Denoiser Prior for Image Resto...2017-04-11Code
15Spatial-CNN27.63NoViDeNN: Deep Blind Video Denoising2019-04-24Code
16DMID-p26.63NoStimulating Diffusion Model for Image Denoising ...2023-07-08Code
17CBUIFD7526.6NoBlind Universal Bayesian Image Denoising with Ga...2019-07-05Code
18MemNet26.33NoMemNet: A Persistent Memory Network for Image Re...2017-08-07Code