TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Computer Vision/Denoising/BSD68 sigma50

Denoising on BSD68 sigma50

Metric: PSNR (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕PSNR▼Extra DataPaperDate↕Code
1MaIR+30.08NoMaIR: A Locality- and Continuity-Preserving Mamb...2024-12-28Code
2MaIR28.66NoMaIR: A Locality- and Continuity-Preserving Mamb...2024-12-28Code
3ADL26.87NoAdversarial Distortion Learning for Medical Imag...2022-04-29Code
4KBNet26.65NoKBNet: Kernel Basis Network for Image Restoration2023-03-06Code
5SwinIA26.61NoSwinIA: Self-Supervised Blind-Spot Image Denoisi...2023-05-09-
6MWCNN26.53NoMulti-level Wavelet-CNN for Image Restoration2018-05-18Code
7NLRN26.47NoNon-Local Recurrent Network for Image Restoration2018-06-07Code
8GroupCDL26.47NoFast and Interpretable Nonlocal Neural Networks ...2023-06-02Code
9Residual Dense Network +26.43NoResidual Dense Network for Image Restoration2018-12-25Code
10RIDNet26.4NoReal Image Denoising with Feature Attention2019-04-16Code
11N3Net26.39NoNeural Nearest Neighbors Networks2018-10-30Code
12GCDN26.38NoDeep Graph-Convolutional Image Denoising2019-07-19Code
13Big-CDLNet26.35NoCDLNet: Robust and Interpretable Denoising Throu...2021-03-05Code
14Index Network26.34NoIndex Network2019-08-11Code
15FFDNet26.29NoFFDNet: Toward a Fast and Flexible Solution for ...2017-10-11Code
16Deep CNN Denoiser26.19NoLearning Deep CNN Denoiser Prior for Image Resto...2017-04-11Code
17BUIFD75 (blind)25.1NoBlind Universal Bayesian Image Denoising with Ga...2019-07-05Code