| 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 |