Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

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

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

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

Models/GroupCDL

GroupCDL

Reported on 6 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

DenoisingonBSD68 sigma15
PSNR· 2023-06-02
31.82
best: 34.01 (RIDNet)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950
DenoisingonBSD68 sigma25
PSNR· 2023-06-02
29.38
best: 31.37 (RIDNet)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950
DenoisingonBSD68 sigma50
PSNR· 2023-06-02
26.47
best: 30.08 (MaIR+)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950

Adversarial3 results

3D ArchitectureonBSD68 sigma15
PSNR· 2023-06-02
31.82
best: 34.01 (RIDNet)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950
3D ArchitectureonBSD68 sigma25
PSNR· 2023-06-02
29.38
best: 31.37 (RIDNet)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950
3D ArchitectureonBSD68 sigma50
PSNR· 2023-06-02
26.47
best: 30.08 (MaIR+)
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning arXiv:2306.01950