OpenCodePapers

grayscale-image-denoising-on-bsd68-sigma25

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
KBNet: Kernel Basis Network for Image Restoration✓ Link29.54KBNet2023-03-06
Adversarial Distortion Learning for Medical Image Denoising✓ Link29.50ADL2022-04-29
Non-Local Recurrent Network for Image Restoration✓ Link29.41NLRN2018-06-07
Multi-level Wavelet-CNN for Image Restoration✓ Link29.41MWCNN2018-05-18
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning✓ Link29.38GroupCDL2023-06-02
Deep Graph-Convolutional Image Denoising✓ Link29.35GCDN2019-07-19
Real Image Denoising with Feature Attention✓ Link29.34RIDNet2019-04-16
Neural Nearest Neighbors Networks✓ Link29.3N3Net2018-10-30
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning✓ Link29.26Big-CDLNet2021-03-05
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising✓ Link29.23DnCNN2016-08-13
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising✓ Link29.19FFDNet2017-10-11
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions29.170.801SwinIA2023-05-09
Learning Deep CNN Denoiser Prior for Image Restoration✓ Link29.15Deep CNN Denoiser2017-04-11
Index Network✓ Link29.06Index Network2019-08-11
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration28.92TNRD2015-08-12
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning✓ Link28.75BUIFD75 (blind)2019-07-05
Check out how to contribute new results.