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Image Denoising on 68-image dataset sigma=15 (test)

34.1PSNRbasic model
30.56431.48232.433.318Aug 12, 2015Jul 15, 2016Jun 19, 2017May 24, 2018Apr 27, 2019Mar 31, 2020Mar 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
basic modelnoise_level=152019.0434.1
DnCNNnoise_level=152019.0433.89
Big-CDLNet-SParameters=510k, GPU time=15 ms2021.0331.74
DnCNNParameters=556k, GPU time=23 ms2021.0331.72
FFDNetParameters=486k, GPU time=7 ms2021.0331.63
CDLNet-SParameters=65k, GPU time=9 ms2021.0331.6
TNRD7x7St.=82015.0831.43
TNRD7x7St.=52015.0831.42
CSCNetParameters=64k, GPU time=143 ms2021.0331.4
WNNM2015.0831.37
TNRD5x5St.=82015.0831.34
TNRD5x5St.=52015.0831.3
TNRD7x7St.=22015.0831.3
LSSC2015.0831.27
CSF7x72015.0831.24
EPLL-GMM2015.0831.19
opt-MRF7x72015.0831.18
CSF5x52015.0831.14
TNRD5x5St.=22015.0831.14
BM3D2015.0831.08
BM3D2021.0331.07
ARF5x52015.0830.7