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/NBNet

NBNet

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision3 results

DenoisingonSIDD
SSIM (sRGB)· 2020-12-30
0.973
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
DenoisingonDND
PSNR (sRGB)· 2020-12-30
39.89
best: 40.594 (DualDn)
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
DenoisingonDND
SSIM (sRGB)· 2020-12-30
0.955
best: 0.966 (DualDn)
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028

Medical3 results

Image DenoisingonSIDD
SSIM (sRGB)· 2020-12-30
0.973
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
Image DenoisingonDND
PSNR (sRGB)· 2020-12-30
39.89
best: 40.594 (DualDn)
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
Image DenoisingonDND
SSIM (sRGB)· 2020-12-30
0.955
best: 0.966 (DualDn)
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028

Adversarial3 results

3D ArchitectureonSIDD
SSIM (sRGB)· 2020-12-30
0.973
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
3D ArchitectureonDND
PSNR (sRGB)· 2020-12-30
39.89
best: 40.594 (DualDn)
SOTA
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028
3D ArchitectureonDND
SSIM (sRGB)· 2020-12-30
0.955
best: 0.966 (DualDn)
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection arXiv:2012.15028