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Models/CNN (Median Layers)

CNN (Median Layers)

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision6 results

DenoisingonBSD300 Noise Level 30%
PSNR· 2019-08-18
40.9
best: 44.56 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
DenoisingonBSD300 Noise Level 50%
PSNR· 2019-08-18
37.28
best: 38.03 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
DenoisingonKodak24 Noise Level 50%
PSNR· 2019-08-18
34.35
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
DenoisingonKodak24 Noise Level 70%
PSNR· 2019-08-18
31.56
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
DenoisingonBSD300 Noise Level 70%
PSNR· 2019-08-18
32.4
best: 34.96 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
DenoisingonKodak24 Noise Level 30%
PSNR· 2019-08-18
36.39
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452

Adversarial6 results

3D ArchitectureonBSD300 Noise Level 30%
PSNR· 2019-08-18
40.9
best: 44.56 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
3D ArchitectureonBSD300 Noise Level 50%
PSNR· 2019-08-18
37.28
best: 38.03 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
3D ArchitectureonKodak24 Noise Level 50%
PSNR· 2019-08-18
34.35
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
3D ArchitectureonKodak24 Noise Level 70%
PSNR· 2019-08-18
31.56
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
3D ArchitectureonBSD300 Noise Level 70%
PSNR· 2019-08-18
32.4
best: 34.96 (RTF-Net)
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452
3D ArchitectureonKodak24 Noise Level 30%
PSNR· 2019-08-18
36.39
SOTA
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations arXiv:1908.06452