Big-CDLNet

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· 2021-03-05
31.74
best: 34.01 (RIDNet)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779
DenoisingonBSD68 sigma25
PSNR· 2021-03-05
29.26
best: 31.37 (RIDNet)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779
DenoisingonBSD68 sigma50
PSNR· 2021-03-05
26.35
best: 30.08 (MaIR+)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779

Adversarial3 results

3D ArchitectureonBSD68 sigma15
PSNR· 2021-03-05
31.74
best: 34.01 (RIDNet)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779
3D ArchitectureonBSD68 sigma25
PSNR· 2021-03-05
29.26
best: 31.37 (RIDNet)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779
3D ArchitectureonBSD68 sigma50
PSNR· 2021-03-05
26.35
best: 30.08 (MaIR+)
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning arXiv:2103.04779