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 |