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/RIDNet

RIDNet

Reported on 20 benchmarks across 3 tasks · 1 paper · 16 SOTA

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

Computer Vision10 results

DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2019-04-16
38.71
best: 40.39 (CGNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2019-04-16
0.951
best: 0.973 (NBNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonDND
PSNR (sRGB)· uses extra data· 2019-04-16
39.26
best: 40.594 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonDND
SSIM (sRGB)· uses extra data· 2019-04-16
0.953
best: 0.966 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonBSD68 sigma15
PSNR· 2019-04-16
34.01
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonBSD68 sigma25
PSNR· 2019-04-16
31.37
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonCBSD68 sigma50
PSNR· 2019-04-16
28.14
best: 29.39 (IPT)
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonBSD68 sigma15
PSNR· 2019-04-16
31.81
best: 34.01
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonBSD68 sigma25
PSNR· 2019-04-16
29.34
best: 31.37
Real Image Denoising with Feature Attention arXiv:1904.07396
DenoisingonBSD68 sigma50
PSNR· 2019-04-16
26.4
best: 30.08 (MaIR+)
Real Image Denoising with Feature Attention arXiv:1904.07396

Adversarial10 results

3D ArchitectureonSIDD
PSNR (sRGB)· uses extra data· 2019-04-16
38.71
best: 40.39 (CGNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonSIDD
SSIM (sRGB)· uses extra data· 2019-04-16
0.951
best: 0.973 (NBNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonDND
PSNR (sRGB)· uses extra data· 2019-04-16
39.26
best: 40.594 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonDND
SSIM (sRGB)· uses extra data· 2019-04-16
0.953
best: 0.966 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonBSD68 sigma15
PSNR· 2019-04-16
34.01
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonBSD68 sigma25
PSNR· 2019-04-16
31.37
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonCBSD68 sigma50
PSNR· 2019-04-16
28.14
best: 29.39 (IPT)
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonBSD68 sigma15
PSNR· 2019-04-16
31.81
best: 34.01
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonBSD68 sigma25
PSNR· 2019-04-16
29.34
best: 31.37
Real Image Denoising with Feature Attention arXiv:1904.07396
3D ArchitectureonBSD68 sigma50
PSNR· 2019-04-16
26.4
best: 30.08 (MaIR+)
Real Image Denoising with Feature Attention arXiv:1904.07396

Medical4 results

Image DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2019-04-16
38.71
best: 40.39 (CGNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
Image DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2019-04-16
0.951
best: 0.973 (NBNet)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
Image DenoisingonDND
PSNR (sRGB)· uses extra data· 2019-04-16
39.26
best: 40.594 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396
Image DenoisingonDND
SSIM (sRGB)· uses extra data· 2019-04-16
0.953
best: 0.966 (DualDn)
SOTA
Real Image Denoising with Feature Attention arXiv:1904.07396