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Models/Noise2Noise

Noise2Noise

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· 2018-03-12
39.83
best: 44.56 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
DenoisingonBSD300 Noise Level 50%
PSNR· 2018-03-12
35.92
best: 38.03 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
DenoisingonKodak24 Noise Level 50%
PSNR· 2018-03-12
32.27
best: 34.35 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
DenoisingonKodak24 Noise Level 70%
PSNR· 2018-03-12
30.49
best: 31.56 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
DenoisingonBSD300 Noise Level 70%
PSNR· 2018-03-12
31.42
best: 34.96 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
DenoisingonKodak24 Noise Level 30%
PSNR· 2018-03-12
34.95
best: 36.39 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189

Adversarial6 results

3D ArchitectureonBSD300 Noise Level 30%
PSNR· 2018-03-12
39.83
best: 44.56 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
3D ArchitectureonBSD300 Noise Level 50%
PSNR· 2018-03-12
35.92
best: 38.03 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
3D ArchitectureonKodak24 Noise Level 50%
PSNR· 2018-03-12
32.27
best: 34.35 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
3D ArchitectureonKodak24 Noise Level 70%
PSNR· 2018-03-12
30.49
best: 31.56 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
3D ArchitectureonBSD300 Noise Level 70%
PSNR· 2018-03-12
31.42
best: 34.96 (RTF-Net)
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189
3D ArchitectureonKodak24 Noise Level 30%
PSNR· 2018-03-12
34.95
best: 36.39 (CNN (Median Layers))
SOTA
Noise2Noise: Learning Image Restoration without Clean Data arXiv:1803.04189