OpenCodePapers

grayscale-image-denoising-on-bsd68-sigma50

3D ArchitectureDenoisingGrayscale Image Denoising
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodePSNRSSIMModelNameReleaseDate
Adversarial Distortion Learning for Medical Image Denoising✓ Link26.87ADL2022-04-29
KBNet: Kernel Basis Network for Image Restoration✓ Link26.65KBNet2023-03-06
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions26.610.706SwinIA2023-05-09
Multi-level Wavelet-CNN for Image Restoration✓ Link26.53MWCNN2018-05-18
Non-Local Recurrent Network for Image Restoration✓ Link26.47NLRN2018-06-07
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning✓ Link26.47GroupCDL2023-06-02
Residual Dense Network for Image Restoration✓ Link26.43Residual Dense Network +2018-12-25
Real Image Denoising with Feature Attention✓ Link26.4RIDNet2019-04-16
Neural Nearest Neighbors Networks✓ Link26.39N3Net2018-10-30
Deep Graph-Convolutional Image Denoising✓ Link26.38GCDN2019-07-19
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning✓ Link26.35Big-CDLNet2021-03-05
Index Network✓ Link26.34Index Network2019-08-11
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising✓ Link26.29FFDNet2017-10-11
Learning Deep CNN Denoiser Prior for Image Restoration✓ Link26.19Deep CNN Denoiser2017-04-11
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning✓ Link25.1BUIFD75 (blind)2019-07-05
Check out how to contribute new results.