| Method | PSNR | SSIM | Time |
|---|---|---|---|
| (Applied on/Evaluated on) | (Applied on/Evaluated on) | (seconds) | |
| sRGB/sRGB | sRGB/sRGB | sRGB | |
| BM3D | 25.65 | 0.685 | 27.4 |
| NLM | 26.75 | 0.699 | 621.9 |
| KSVD | 26.88 | 0.842 | 9881.0 |
| KSVD-DCT | 27.51 | 0.780 | 96.3 |
| KSVD-G | 27.19 | 0.771 | 92.2 |
| LPG-PCA | 24.49 | 0.681 | 2004.3 |
| FoE | 25.58 | 0.792 | 12166.8 |
| MLP | 24.71 | 0.641 | 564.8 |
| WNNM | 25.78 | 0.809 | 8882.2 |
| GLIDE | 24.71 | 0.774 | 36091.6 |
| TNRD | 24.73 | 0.643 | 45.1 |
| EPLL | 27.11 | 0.870 | 1996.4 |
| DnCNN | 23.66 | 0.583 | 158.9 |
| CBDNet | 33.28 | 0.868 | 4.48 |
| DeepProxies BM3D | 34.34 | 0.911 | 6.69 |
| mwresnet | 38.52 | 0.949 | 47.73 |
| mwresnet | 39.31 | 0.956 | 77.34 |
| mwresnet | 39.64 | 0.958 | 25.14 |
| Path-Restore | 38.21 | 0.946 | 0.89 |
| HT-MWResnet | 39.80 | 0.959 | 63.45 |
| test | 39.78 | 0.958 | -1.00 |
| test2 | 37.97 | 0.942 | -1.00 |
| test3 | 37.97 | 0.942 | -1.00 |
| Benchmark08 | 25.50 | 0.559 | 0.02 |
| Benchmark08 | 25.50 | 0.559 | 0.02 |
| BT02 | 36.71 | 0.924 | 30.00 |
| BT02_2 | 38.34 | 0.946 | 30.00 |
| BT02_2 | 38.34 | 0.946 | 30.00 |
| KPCN | 38.60 | 0.948 | 0.00 |
| VDN | 39.26 | 0.955 | 0.15 |
| URDNet_boostnet | 38.88 | 0.952 | 2.22 |
| UNet_D | 38.88 | 0.952 | 2.28 |
| URDNet_genet | 38.88 | 0.952 | 2.22 |
| UNet_D | 37.92 | 0.944 | 2.24 |
| BoostNet | 38.57 | 0.950 | 2.22 |
| UNet_ND | 38.88 | 0.952 | 2.27 |
| noisy_test | 23.70 | 0.480 | 0.00 |
| DNW-AMC | 35.76 | 0.909 | 42.00 |
| DNW-MNV1 | 38.12 | 0.947 | 42.00 |
| DNW-Baseline | 38.30 | 0.948 | 42.00 |
| HI-GAN | 38.88 | 0.952 | 2.27 |
| AINDNet+TF* | 39.08 | 0.953 | 0.00 |
| FAN | 3.43 | 0.136 | -1.00 |
| FAN | 39.33 | 0.956 | -1.00 |
| DANet+ | 39.43 | 0.956 | 0.09 |
| DANet | 39.25 | 0.955 | 0.09 |
| Noise2Blur | 34.64 | 0.926 | 0.06 |
| DnCNN | 30.71 | 0.695 | 0.00 |
| DnCNN+ | 32.59 | 0.861 | 0.00 |
| GMSNet-A | 39.51 | 0.958 | 0.00 |
| noisy | 23.70 | 0.480 | 0.04 |
| GMSNet-B | 39.69 | 0.958 | 0.00 |
| RDB-Net | 27.57 | 0.681 | -1.00 |
| RDB-Net | 38.11 | 0.945 | -1.00 |
| MWUnet | 17.28 | 0.312 | -1.00 |
| MWUnet | 38.76 | 0.952 | -1.00 |
| unsupervised-30k | 34.56 | 0.897 | -1.00 |
| CLeanToN-DnCNN | 34.00 | 0.907 | 0.36 |
| CLeanToN-DIDN_1 | 35.35 | 0.937 | 9.30 |
| PseudoISP(PT-MWRN) | 39.92 | 0.959 | 57.03 |
| WTYNet_v1 | 39.29 | 0.956 | -1.00 |
| N2V | 13.77 | 0.240 | -1.00 |
| n2v | 13.77 | 0.240 | -1.00 |
| n2v | 27.68 | 0.668 | -1.00 |
| RND_Base | 38.48 | 0.950 | -1.00 |
| ADANI | 37.64 | 0.944 | 0.11 |
| RND_Jacobian | 37.17 | 0.937 | -1.00 |
| RND_Jacobian2 | 38.69 | 0.951 | -1.00 |
| MoD-NAS | 39.29 | 0.955 | 0.00 |
| RND_Jacobian_200 | 38.69 | 0.951 | -1.00 |
| RND_JacobianV1 | 38.65 | 0.951 | -1.00 |
| Jacobian_RDN | 38.62 | 0.951 | -1.00 |
| Jacobian_RDN_Big | 38.63 | 0.950 | -1.00 |
| My_DNCNN | 37.21 | 0.936 | -1.00 |
| InvDN | 39.28 | 0.955 | 0.00 |
| RND_Jacobian_Big | 38.63 | 0.950 | -1.00 |
| My_FFDNet | 38.28 | 0.948 | -1.00 |
| MWU_net | 39.20 | 0.954 | -1.00 |
| ffdnet | 38.27 | 0.948 | -1.00 |
| XGHdenoiser | 18.72 | 0.508 | 0.28 |
| XGHdenoiser | 18.72 | 0.508 | 0.28 |
| submit_MWRN_e300_mat | 39.71 | 0.958 | 57.03 |
| Deam | 39.35 | 0.955 | -1.00 |
| Deam+ | 39.43 | 0.956 | -1.00 |
| FHGZ | 38.53 | 0.948 | 1.91 |
| Test | 39.25 | 0.955 | 0.00 |
| Res_UNet | 39.48 | 0.956 | 0.05 |
| STWave_2 | 39.49 | 0.956 | 0.05 |
| STWave_2 | 39.49 | 0.956 | 0.05 |
| STWave_22 | 39.49 | 0.956 | 0.05 |
| mytest | 36.89 | 0.938 | -1.00 |
| test(IDNet) | 12.34 | 0.008 | -1.00 |
| test(IDNet) | 12.34 | 0.008 | 0.00 |
| test(IDNet) | 39.22 | 0.955 | 0.00 |
| PDTNet+ | 39.35 | 0.957 | -1.00 |
| u2u-2-zz | 13.00 | 0.091 | 0.00 |
| u2u-2-z3 | 39.39 | 0.957 | -1.00 |
| u2u-2-z4 | 39.58 | 0.958 | 0.00 |
| PPDNet | 39.69 | 0.958 | 0.00 |
| test_test | 39.14 | 0.954 | 0.00 |
| Bitonic MX | 36.67 | 0.933 | 42.24 |
| BM3D G | 36.20 | 0.929 | 17.25 |
| skip1 | 38.63 | 0.954 | -1.00 |
| DnWSTrans | 39.65 | 0.958 | 0.05 |
| TSAFormerV1 | 5.57 | 0.363 | 7.99 |
| TSAFormerV1 | 39.13 | 0.956 | 8.17 |
| TSAFormerV1 | 39.13 | 0.956 | 8.17 |
| BOE-IOT-AIBD_2021 | 39.83 | 0.959 | 4.33 |
| NLCN | 35.84 | 0.922 | -1.00 |
| Thunder | 39.47 | 0.957 | 0.00 |
| test | 38.27 | 0.947 | -1.00 |
| testnet5_all_to_r_0.3_0.5 | 39.27 | 0.955 | -1.00 |
| jtfrn_3cancha | 39.09 | 0.953 | -1.00 |
| ujft_down | 39.33 | 0.955 | -1.00 |
| ujft_down | 39.33 | 0.955 | -1.00 |
| svid250 | 34.32 | 0.922 | 0.10 |
| Feature_Ensamble | 18.72 | 0.521 | -1.00 |
| Feature_Ensamble | 38.95 | 0.953 | -1.00 |
| Scaoed_2 | 39.44 | 0.956 | -1.00 |
| Scaoed_1 | 39.44 | 0.956 | -1.00 |
| Scaoed_2 | 39.48 | 0.957 | -1.00 |
| LPID_trial1012_68 | 39.24 | 0.955 | -1.00 |
| test-qy-ql | 39.72 | 0.959 | -1.00 |
| test2-qy-ql | 39.90 | 0.959 | -1.00 |
| MyNet | 39.35 | 0.955 | -1.00 |
| MyNet | 39.35 | 0.955 | -1.00 |
| CVF-SID (T) | 34.43 | 0.912 | 0.04 |
| CVF-SID (S) | 34.51 | 0.916 | 0.06 |
| CVF-SID (S^2) | 34.71 | 0.913 | 0.06 |
| carl_SIDD | 12.34 | 0.008 | -1.00 |
| carl_SIDD | 12.34 | 0.008 | -1.00 |
| carl_SIDD | 12.34 | 0.008 | -1.00 |
| Inv_multi | 39.20 | 0.955 | 0.00 |
| resize_4level_grad | 39.47 | 0.957 | -1.00 |
| resize_4level_grad0110 | 39.47 | 0.957 | -1.00 |
| svid250 | 35.87 | 0.928 | 0.09 |
| DeamNetforNNZS | 31.67 | 0.837 | -1.00 |
| DeamNet | 29.03 | 0.709 | -1.00 |
| chenzj_selfdn | 35.23 | 0.916 | -1.00 |
| chenzj_selfdn_2 | 35.12 | 0.916 | -1.00 |
| chenzj_selfdn_2.5 | 35.37 | 0.919 | -1.00 |
| chenzj_selfdn_3 | 35.13 | 0.919 | -1.00 |
| chenzj_selfdn_3.5 | 35.58 | 0.925 | -1.00 |
| chenzj_selfdn_4 | 23.70 | 0.480 | -1.00 |
| nonlocal | 34.44 | 0.910 | -1.00 |
| learning | 36.96 | 0.935 | -1.00 |
| learning | 36.96 | 0.935 | -1.00 |
| learning | 36.96 | 0.935 | -1.00 |
| learning | 36.96 | 0.935 | -1.00 |
| image processing | 36.96 | 0.935 | -1.00 |
| image | 36.96 | 0.935 | -1.00 |
| NLNet | 38.28 | 0.947 | -1.00 |
| NLNet620K | 38.38 | 0.948 | -1.00 |
| NLNet550K | 38.17 | 0.946 | -1.00 |
| NLNet670 | 38.48 | 0.948 | -1.00 |
| NLNet695K | 38.29 | 0.947 | -1.00 |
| chenzj_selfdn_6 | 35.88 | 0.925 | -1.00 |
| NLNet650K | 38.22 | 0.948 | -1.00 |
| NLNet680 | 38.46 | 0.948 | -1.00 |
| NAFNet | 40.15 | 0.960 | -1.00 |
| NAFNet | 40.15 | 0.960 | -1.00 |
| MMBP_try | 23.83 | 0.123 | -1.00 |
| Daformer | 39.96 | 0.960 | -1.00 |
| new_chenzj_selfdn_1 | 35.94 | 0.921 | -1.00 |
| NLNet600 | 38.20 | 0.946 | -1.00 |
| new_chenzj_selfdn_1 | 35.94 | 0.921 | -1.00 |
| learning600 | 38.20 | 0.946 | -1.00 |
| DnCNN | 37.73 | 0.941 | -1.00 |
| chenzj_new_selfdn_2 | 35.88 | 0.926 | -1.00 |
| chenzj_selfdn_final | 35.94 | 0.925 | -1.00 |
| APBSN-author | 35.97 | 0.925 | -1.00 |
| APBSN-my | 37.05 | 0.934 | -1.00 |
| SSVQ | 34.53 | 0.904 | 3625944.35 |
| SSVQ | 34.62 | 0.906 | 3630752.07 |
| SSVQ | 34.88 | 0.908 | 3592136.16 |
| SSVQ | 35.03 | 0.907 | 3595889.02 |
| LPIENet | 37.73 | 0.943 | -1.00 |
| demo1 | 35.05 | 0.907 | -1.00 |
| demo2 | 35.38 | 0.911 | -1.00 |
| demo2 | 35.38 | 0.911 | -1.00 |
| demo3 | 35.38 | 0.911 | -1.00 |
| demo3 | 36.39 | 0.932 | -1.00 |
| NAGNet_RIDNet_NIL | 13.17 | 0.037 | -1.00 |
| WTV_Net | 37.55 | 0.943 | -1.00 |
| WTV_Net | 18.81 | 0.528 | -1.00 |
| WTV_Net | 37.31 | 0.940 | -1.00 |
| RS_WTV | 38.65 | 0.951 | -1.00 |
| RS_WTV | 38.75 | 0.952 | -1.00 |
| RS_WTV | 38.70 | 0.952 | -1.00 |
| ADFNet | 39.63 | 0.958 | -1.00 |
| AAP (S)(E) | 37.00 | 0.933 | -1.00 |
| AAP (S) | 36.64 | 0.920 | -1.00 |
| AAP | 36.54 | 0.919 | -1.00 |
| Noise2Code | 35.85 | 0.921 | 3251749.52 |
| KirinCV-A | 40.26 | 0.961 | -1.00 |
| KirinCV-B | 40.22 | 0.961 | -1.00 |
| SCPGabNet | 36.78 | 0.928 | -1.00 |
| DcDicL | 33.66 | 0.867 | 0.01 |
| RDID-test | 39.56 | 0.957 | -1.00 |
| SS-BSN | 36.73 | 0.923 | -1.00 |
| SS-BSN (self-ensemble) | 37.42 | 0.937 | -1.00 |
| NLHCC | 35.31 | 0.930 | 0.00 |
| NAS_TPA_NAFNet | 40.21 | 0.961 | -1.00 |
| NAS_FPA_NAFNet | 40.22 | 0.961 | -1.00 |
| SDAP (S) | 36.68 | 0.919 | -1.00 |
| SDAP (S)(E) | 37.53 | 0.936 | -1.00 |
| SDAP (E) | 37.24 | 0.936 | -1.00 |
| SDAP | 36.54 | 0.919 | -1.00 |
| BFCNN | 38.11 | 0.948 | 0.00 |
| BFCNN | 38.11 | 0.948 | 0.00 |
| test | 38.27 | 0.946 | -1.00 |
| mtest | 36.62 | 0.924 | -1.00 |
| mcxgan | 35.85 | 0.919 | -1.00 |
| mcxldl | 35.98 | 0.923 | -1.00 |
| mcxugan | 35.73 | 0.907 | -1.00 |
| mytest | 39.18 | 0.955 | -1.00 |
| VV | 39.23 | 0.956 | -1.00 |
| Noise2Variance | 34.81 | 0.913 | 1.37 |
| xggnet | 28.06 | 0.763 | -1.00 |
| xggnet | 28.07 | 0.736 | -1.00 |
| deam | 39.35 | 0.955 | -1.00 |
| SS-BSN | 37.42 | 0.937 | 1.00 |
| xggnet | 28.62 | 0.693 | -1.00 |
| test-sui | 39.29 | 0.955 | 0.00 |
| test-sss | 39.30 | 0.955 | 0.00 |
| test-harr | 39.25 | 0.955 | 0.00 |
| test-harr | 39.25 | 0.955 | 0.00 |
| test-naf22 | 39.27 | 0.955 | 0.00 |
| YMSC_CV | 40.38 | 0.961 | -1.00 |
| mm222 | 37.27 | 0.932 | -1.00 |
| test-0.25+naf | 39.33 | 0.956 | 0.00 |
| RDNY_NAF | 40.00 | 0.961 | -1.00 |
| mm222 | 37.68 | 0.936 | -1.00 |
| CFWider | 39.22 | 0.954 | -1.00 |
| ASMNet(MSE) | 37.71 | 0.936 | -1.00 |
| ASMNet(ME) | 37.64 | 0.936 | -1.00 |
| ASMNet(M) | 36.41 | 0.918 | -1.00 |
| ASMNet(MS) | 36.43 | 0.917 | -1.00 |
| 1 | 37.52 | 0.935 | -1.00 |
| 2 | 37.52 | 0.935 | -1.00 |
| IMCNet | 39.51 | 0.957 | -1.00 |
| ASMNet(E) | 37.71 | 0.937 | -1.00 |
| CBSN_SIDDtrain | 36.82 | 0.934 | 0.00 |
| IML-SID | 35.32 | 0.919 | 0.09 |
| ASM-nafnet | 37.08 | 0.934 | -1.00 |
| asm-dncnn | 36.85 | 0.930 | -1.00 |
| asm-dncnn | 36.85 | 0.930 | -1.00 |
| asm_restormer | 37.41 | 0.938 | -1.00 |
| asm_restormer_nor3 | 36.44 | 0.917 | -1.00 |
| asm_unet_r3 | 36.26 | 0.926 | -1.00 |
| test1027-2222 | 36.61 | 0.919 | -1.00 |
| ASMNet(E) | 37.87 | 0.941 | -1.00 |
| ASMNet(E) | 37.87 | 0.941 | -1.00 |
| SCP-GAN | 37.69 | 0.945 | -1.00 |
| CMStSVD_RGGB_with_noise_est | 3.00 | 0.193 | 0.00 |
| ACIDN | 39.42 | 0.957 | 0.00 |
| IMCNet | 39.78 | 0.958 | -1.00 |
| IMCNet | 36.73 | 0.932 | -1.00 |
| IMCNet | 36.98 | 0.932 | -1.00 |
| MPI_faster | 33.60 | 0.896 | -1.00 |
| MPI | 34.31 | 0.902 | -1.00 |
| ECSCNet | 38.85 | 0.952 | 0.00 |
| ECSCNet | 38.98 | 0.954 | 1.12 |
| ECSCNet | 38.98 | 0.954 | 1.12 |
| ECSCNet | 38.98 | 0.954 | 1.12 |
| ECSCNet | 38.98 | 0.954 | 1.12 |
| Final_Net | 39.30 | 0.956 | -1.00 |
| MADFE-BSN | 37.21 | 0.934 | -1.00 |
| MADFE-BSN | 37.21 | 0.934 | -1.00 |
| BSNLOSS73 | 37.10 | 0.934 | -1.00 |
| hhdah | 39.67 | 0.958 | -1.00 |
| Noise2Variance(p=7) | 34.91 | 0.915 | 0.87 |
| r2r | 33.87 | 0.891 | -1.00 |
| DeepSN-Net_final | 39.58 | 0.957 | -1.00 |
| DeepSN-Net_mini | 39.39 | 0.956 | -1.00 |
| PUCACA | 12.33 | 0.008 | 100.12 |
| 8357 | 13.95 | 0.345 | 100.12 |
| tkdmlcksal | 37.01 | 0.934 | -1.00 |
| GloomyDay19260804 | 37.11 | 0.934 | -1.00 |
| UDSAformer | 39.37 | 0.956 | -1.00 |
| C-BSN | 36.34 | 0.930 | 100.12 |
| C-BSN | 36.34 | 0.930 | 100.12 |
| bumwyatt | 37.21 | 0.936 | -1.00 |
| SCP-GAN | 37.69 | 0.945 | -1.00 |
| sc_sy1 | 37.40 | 0.940 | -1.00 |
| rlawoqja | 37.33 | 0.937 | -1.00 |
| dkxm | 37.33 | 0.937 | -1.00 |
| tkcks | 37.35 | 0.937 | -1.00 |
| ECSCNet | 39.21 | 0.955 | 1.12 |
| ECSCNet | 39.21 | 0.955 | 1.12 |
| ECSCNet | 39.24 | 0.956 | 1.12 |
| APBSN_SIDD_mask_rand_.5or14_018 | 12.86 | 0.065 | 0.00 |
| APBSN_SIDD_mask_rand_.6or17_020 | 13.11 | 0.069 | 0.00 |
| APBSN_SIDD_mask_rand_.3or5_017 | 12.90 | 0.062 | 0.00 |
| sc_wz | 37.46 | 0.941 | -1.00 |
| sc_wz | 37.46 | 0.941 | -1.00 |
| sc_wz | 37.46 | 0.941 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| Largedwtnet3 | 39.00 | 0.953 | -1.00 |
| largedwtnet3 | 39.00 | 0.953 | -1.00 |
| dnxfdwt | 39.54 | 0.957 | -1.00 |
| dnxfdwt | 39.54 | 0.957 | -1.00 |