Method PSNR SSIM Time
(Applied on/Evaluated on) (Applied on/Evaluated on) (seconds)
Raw/Raw Raw/sRGB Raw/Raw Raw/sRGB Raw
BM3D 45.52 30.95 0.980 0.863 34.3
NLM 44.06 29.39 0.971 0.846 210.7
KSVD 43.26 27.41 0.969 0.832 2243.9
KSVD-DCT 42.70 28.21 0.970 0.784 133.3
KSVD-G 42.50 28.13 0.969 0.781 153.6
LPG-PCA 42.79 30.01 0.974 0.854 438.1
FoE 43.13 27.18 0.969 0.812 6097.2
MLP 43.17 27.52 0.965 0.788 131.2
WNNM 44.85 29.54 0.975 0.888 1975.8
GLIDE 41.87 25.98 0.949 0.816 12440.5
TNRD 42.77 26.99 0.945 0.744 15.2
EPLL 40.73 25.19 0.935 0.842 653.1
DnCNN 43.30 28.24 0.965 0.829 51.7
Benchmark01 40.48 26.940 0.91 0.623 0.07
Noise 36.75 23.680 0.84 0.480 23.36
aRID 48.05 35.780 0.98 0.902 23.36
MCU-Net 48.80 36.540 0.99 0.875 158.84
HWD 48.97 35.290 0.99 0.903 -1.00
BOE-IOT-AIBD 51.56 39.010 0.99 0.952 0.40
RDUNet 51.96 39.520 0.99 0.957 16.45
DnCNN_Denoise_ours 47.65 34.500 0.98 0.892 -1.00
DnCNN_Denoise_real 47.35 34.040 0.98 0.885 -1.00
Resnet_Denoise_real 47.72 34.970 0.98 0.901 -1.00
BOE-IOT-AIBD 51.87 39.480 0.99 0.956 15.91
BOE-IOT-AIBD 51.87 39.480 0.99 0.956 15.91
HWD_combine 48.94 35.400 0.99 0.896 -1.00
AAC_TECHNOLOGIES 51.71 39.300 0.99 0.955 -1.00
MLRI+1.5CBM3D 48.45 35.310 0.99 0.912 -1.00
RCNN+1.5CBM3D 48.36 35.240 0.99 0.906 -1.00
RCNN+1.5CBM3D (VST) 48.56 35.510 0.98 0.914 -1.00
MLRI+1.5CBM3D (VST) 49.48 36.060 0.99 0.922 -1.00
MLRI+1.5CBM3D 49.43 36.060 0.99 0.922 -1.00
Bitonic MX 49.41 37.250 0.99 0.934 8.91
CycleISP-public-weights 47.98 35.020 0.95 0.846 0.20
test_e 51.43 38.830 0.99 0.952 -1.00
b2ub 50.81 38.000 0.99 0.943 0.88
Regueb 36.75 23.680 0.84 0.480 -1.00
approx_raw 51.00 38.230 0.99 0.944 -1.00
Downsample2Denoise 47.37 34.860 0.98 0.912 -1.00
KirinCV-B 52.12 39.720 0.99 0.958 -1.00
KirinCV-A 52.16 39.740 0.99 0.958 -1.00
testprid 28.86 18.790 0.64 0.530 -1.00
myrawbench 49.89 36.460 0.99 0.929 -1.00
test_may 32.45 18.930 0.59 0.293 -1.00
ball 50.73 38.200 0.99 0.944 2.80
ball_b2ub 28.83 18.760 0.64 0.522 -1.00
ball_me_val 28.80 18.690 0.63 0.520 -1.00
ball_me_ben 50.79 38.370 0.99 0.947 1.03
dcd 50.87 38.110 0.99 0.944 0.09
ECNU-baseline 47.57 34.360 0.98 0.890 -1.00
ECNU-baseline1 47.50 34.240 0.98 0.889 -1.00
ECNU-baseline 47.11 33.580 0.98 0.882 -1.00
ECNU-baseline1 47.61 34.400 0.98 0.891 -1.00
ECNU_CV 48.28 35.320 0.99 0.903 -1.00
ECNU_CV 50.35 37.410 0.99 0.931 -1.00
diff-neighbors 50.97 38.520 0.99 0.948 1.29
CMStSVD_raw 47.53 34.130 0.98 0.858 0.01