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Models/CBUIFD75

CBUIFD75

Reported on 30 benchmarks across 2 tasks · 1 paper · 20 SOTA

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

Computer Vision15 results

DenoisingonCBSD68 sigma5
PSNR· 2019-07-05
40.05
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma20
PSNR· 2019-07-05
32.02
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma45
PSNR· 2019-07-05
27.28
best: 28.64 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma60
PSNR· 2019-07-05
25.34
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma40
PSNR· 2019-07-05
28.01
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma65
PSNR· 2019-07-05
24.75
best: 27.06 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma55
PSNR· 2019-07-05
25.95
best: 27.78 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma10
PSNR· 2019-07-05
35.98
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma30
PSNR· 2019-07-05
29.71
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma70
PSNR· 2019-07-05
24.18
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma15
PSNR· 2019-07-05
33.66
best: 34.64 (AKDT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma25
PSNR· 2019-07-05
30.76
best: 31.94 (AKDT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma35
PSNR· 2019-07-05
28.81
best: 30.24 (ADL)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma75
PSNR· 2019-07-05
23.63
best: 26.46 (HyperRes)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
DenoisingonCBSD68 sigma50
PSNR· 2019-07-05
26.6
best: 29.39 (IPT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029

Adversarial15 results

3D ArchitectureonCBSD68 sigma5
PSNR· 2019-07-05
40.05
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma20
PSNR· 2019-07-05
32.02
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma45
PSNR· 2019-07-05
27.28
best: 28.64 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma60
PSNR· 2019-07-05
25.34
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma40
PSNR· 2019-07-05
28.01
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma65
PSNR· 2019-07-05
24.75
best: 27.06 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma55
PSNR· 2019-07-05
25.95
best: 27.78 (HyperRes)
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma10
PSNR· 2019-07-05
35.98
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma30
PSNR· 2019-07-05
29.71
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma70
PSNR· 2019-07-05
24.18
SOTA
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma15
PSNR· 2019-07-05
33.66
best: 34.64 (AKDT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma25
PSNR· 2019-07-05
30.76
best: 31.94 (AKDT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma35
PSNR· 2019-07-05
28.81
best: 30.24 (ADL)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma75
PSNR· 2019-07-05
23.63
best: 26.46 (HyperRes)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029
3D ArchitectureonCBSD68 sigma50
PSNR· 2019-07-05
26.6
best: 29.39 (IPT)
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning arXiv:1907.03029