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ResearchFormerly WizWand

Image Deblurring on HIDE

32.42PSNRCogSENet+
24.193626.329328.46530.6007Nov 23, 2021Aug 29, 2022Jun 5, 2023Mar 11, 2024Dec 16, 2024Sep 22, 2025Jun 29, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CogSENet+Params (M)=19.42026.0632.420.9533
AdaRevDParams (M)=152.42026.0632.260.952
CogSENetParams (M)=8.92026.0632.180.9514
EVSSMParams (M)=17.12026.0631.990.9503
UnfoldLDMSources=Ours2025.1131.850.948
MDTSources=CVPR252025.1131.840.948
UFPNetSources=CVPR232025.1131.740.947
FMIMO-UNet+Group=I2021.1131.660.946
MISC FilterSources=CVPR242025.1131.660.946
ALGNetParams (M)=54.62026.0631.640.947
MRLPFNetParams (M)=20.62026.0631.630.9465
FFTformerSources=CVPR232025.1131.620.946
FFTformerParams (M)=16.62026.0631.620.9455
Restormer+Ours-cvariant=with Pre-Train-Guided Refinement Module2024.0331.510.95
RestormerEvaluation Mode=Local2023.0531.490.945
M3SNetWidth=642023.0531.490.951
NAFNet64Group=I2021.1131.320.943
NAFNetParams (M)=67.92026.0631.310.9427
RestormerGroup=I2021.1131.220.942
Restormer2024.0331.220.942
Restormer2023.0531.220.942
RestormerParams (M)=26.12026.0631.220.942
FMIMO-UNetGroup=I2021.1131.190.943
MPRNet+Ours-cvariant=with Pre-Train-Guided Refinement Module2024.0331.190.943
MPRNetEvaluation Mode=Local2023.0531.190.945
DeepSN-NetSources=TPAMI252025.1131.140.941
FNAFNet64Group=I2021.1131.120.944
MLWNet-BSources=CVPR242025.1131.060.932
MLWNetParams (M)=24.12026.0631.060.932
StripformerParams (M)=19.72026.0631.030.9395
MPRNetGroup=I2021.1130.960.939
MPRNet2024.0330.960.939
MPRNet2023.0530.960.939
MPRNetParams (M)=20.12026.0630.960.939
M3SNetWidth=322023.0530.920.948
Stripformer2026.0430.910.749
UformerGroup=I2021.1130.90.953
Uformer2023.0530.830.952
FNAFNet32Group=I2021.1130.760.938
FMIMO-UNet-smallGroup=I2021.1130.650.937
FProSources=ECCV242025.1130.630.936
NAFNet32Group=I2021.1130.60.936
BANet+Params (M)=40.02026.0630.580.935
SPAIRGroup=I2021.1130.290.931
SPAIR2023.0530.290.931
MatRes2026.0430.280.733
BANetParams (M)=18.02026.0630.160.93
MIMO-UNet+Group=I2021.1129.990.93
MIMO-UNet++2023.0529.990.93
MIMO-Unet+Params (M)=16.12026.0629.990.9304
Suin et al.Group=I2021.1129.980.93
Suin et al.2023.0529.980.93
Blur2Blur2026.0429.650.7
MIMO-UNetGroup=I2021.1129.280.921
MT-RNNGroup=I2021.1129.150.918
MT-RNN2023.0529.150.918
Gao et al.Group=I2021.1129.110.913
Gao et al.2023.0529.110.913
DMPHNGroup=I2021.1129.090.924
DMPHN2023.0529.090.924
DBGANGroup=I2021.1128.940.915
DBGAN2023.0528.940.915
SRNGroup=I2021.1128.360.915
SRN2023.0528.360.915
SRNParams (M)=6.82026.0628.360.904
HI-DIFF2026.0427.310.7
DeblurGAN-v2Group=I2021.1126.610.875
DeblurGAN-v22023.0526.610.875
Nah et al.Group=I2021.1125.730.874
Nah et al.2023.0525.730.874
DeblurGANGroup=I2021.1124.510.871
DeblurGAN2023.0524.510.871