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Models/BUIFD75 (blind)

BUIFD75 (blind)

Reported on 30 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 Vision15 results

DenoisingonBSD68 sigma65
PSNR· 2019-07-05
23.56
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma40
PSNR· 2019-07-05
26.31
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma20
PSNR· 2019-07-05
29.88
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma45
PSNR· 2019-07-05
25.67
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma55
PSNR· 2019-07-05
24.55
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma60
PSNR· 2019-07-05
24.05
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma5
PSNR· 2019-07-05
37.25
best: 40.36 (Deep CNN Denoiser)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma75
PSNR· 2019-07-05
22.67
best: 26.32 (CSCNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma30
PSNR· 2019-07-05
27.82
best: 30.7 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma15
PSNR· 2019-07-05
31.35
best: 34.01 (RIDNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma70
PSNR· 2019-07-05
23.1
best: 26.88 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma25
PSNR· 2019-07-05
28.75
best: 31.37 (RIDNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma10
PSNR· 2019-07-05
33.47
best: 36.49 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma35
PSNR· 2019-07-05
27.03
best: 29.5 (Deep CNN Denoiser)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonBSD68 sigma50
PSNR· 2019-07-05
25.1
best: 30.08 (MaIR+)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029

Adversarial15 results

3D ArchitectureonBSD68 sigma65
PSNR· 2019-07-05
23.56
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma40
PSNR· 2019-07-05
26.31
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma20
PSNR· 2019-07-05
29.88
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma45
PSNR· 2019-07-05
25.67
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma55
PSNR· 2019-07-05
24.55
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma60
PSNR· 2019-07-05
24.05
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma5
PSNR· 2019-07-05
37.25
best: 40.36 (Deep CNN Denoiser)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma75
PSNR· 2019-07-05
22.67
best: 26.32 (CSCNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma30
PSNR· 2019-07-05
27.82
best: 30.7 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma15
PSNR· 2019-07-05
31.35
best: 34.01 (RIDNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma70
PSNR· 2019-07-05
23.1
best: 26.88 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma25
PSNR· 2019-07-05
28.75
best: 31.37 (RIDNet)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma10
PSNR· 2019-07-05
33.47
best: 36.49 (Residual Dense Network +)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma35
PSNR· 2019-07-05
27.03
best: 29.5 (Deep CNN Denoiser)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonBSD68 sigma50
PSNR· 2019-07-05
25.1
best: 30.08 (MaIR+)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029