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/SCUNet SCUNet

SCUNet SCUNet

Reported on 6 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Computer Vision2 results

Denoisingonurban100 sigma15
Average PSNR· 2022-03-24
35.18
best: 35.64 (AKDT)
SOTA
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278
DenoisingonUrban100 sigma50
PSNR· 2022-03-24
30.14
best: 30.59 (Hi-IR)
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278

Medical2 results

Image Denoisingonurban100 sigma15
Average PSNR· 2022-03-24
35.18
best: 35.64 (AKDT)
SOTA
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278
Image DenoisingonUrban100 sigma50
PSNR· 2022-03-24
30.14
best: 30.41 (MaIR+)
SOTA
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278

Adversarial2 results

3D Architectureonurban100 sigma15
Average PSNR· 2022-03-24
35.18
best: 35.64 (AKDT)
SOTA
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278
3D ArchitectureonUrban100 sigma50
PSNR· 2022-03-24
30.14
best: 30.59 (Hi-IR)
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis arXiv:2203.13278