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ResearchFormerly WizWand

Deblurring on Deblurring (test)

32.92PSNRRestomer
7.918414.409220.927.3908Mar 17, 2024Aug 3, 2024Dec 20, 2024May 9, 2025Sep 25, 2025Feb 11, 2026Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RestomerYear=2022, Setting=Task-specific, Params (M)=26.12, FLOPS (G)=141, Resolution=256x2562024.0332.920.961
MAXIMYear=2022, Setting=Task-specific, Params (M)=14.1, FLOPS (G)=216, Resolution=256x2562024.0332.860.94
Restormercategory=Task-specific Method, setting=Known task generalization setting2024.0332.120.926
RDDMcategory=Task-specific Method, setting=Known task generalization setting2024.0330.740.894
IR-SDEYear=2023, Setting=Task-specific, Params (M)=34.2, FLOPS (G)=98.3, Resolution=256x2562024.0330.70.901
DiffUIRcategory=Universal Method, setting=Known task generalization setting2024.0330.630.89
RDDMYear=2023, Setting=Task-specific, Params (M)=36.26, FLOPS (G)=9.88, Reimplemented=true, Resolution=256x2562024.0329.530.876
DiffUIR-LSetting=Universal, Params (M)=36.26, FLOPS (G)=9.88, Resolution=256x2562024.0329.170.864
DiffUIR-BSetting=Universal, Params (M)=12.41, FLOPS (G)=7.19, Resolution=256x2562024.0328.540.851
IDRYear=2023, Setting=Universal, Params (M)=15.34, Resolution=256x2562024.0327.870.846
DiffUIR-SSetting=Universal, Params (M)=3.27, FLOPS (G)=2.4, Resolution=256x2562024.0327.790.83
ProResYear=2023, Setting=Universal, Params (M)=307, FLOPS (G)=248.9, Resolution=256x2562024.0327.530.851
DiffUIR-TSetting=Universal, Params (M)=0.89, FLOPS (G)=1.72, Resolution=256x2562024.0327.250.817
Prompt-IRYear=2023, Setting=Universal, Params (M)=35.59, FLOPS (G)=15.81, Reimplemented=true, Resolution=256x2562024.0327.210.817
AirNetYear=2022, Setting=Universal, Params (M)=8.93, FLOPS (G)=30.13, Reimplemented=true, Resolution=256x2562024.0326.920.811
RestomerSetting=Universal, Params (M)=26.12, FLOPS (G)=141, Reimplemented=true, Resolution=256x2562024.0326.360.814
MIRNet-v2Year=2022, Setting=Task-specific, Params (M)=5.9, FLOPS (G)=140.92, Resolution=256x2562024.0326.30.799
DA-CLIPYear=2023, Setting=Universal, Params (M)=174.1, FLOPS (G)=118.5, Reimplemented=true, Resolution=256x2562024.0325.390.805
SwinIRYear=2021, Setting=Task-specific, Params (M)=0.9, FLOPS (G)=752.13, Resolution=256x2562024.0324.520.773
Hidden-ShotModel Configuration=3C7U2026.0722.970.722
Prompt-IRcategory=Universal Method, setting=Known task generalization setting2024.0322.480.77
DA-CLIPcategory=Universal Method, setting=Known task generalization setting2024.0317.510.667
AirNetcategory=Universal Method, setting=Known task generalization setting2024.0316.780.628
Hidden-ShotModel Configuration=3C4U2026.0714.430.185
InstructDiffusion2026.0713.810.369
Prompt Diffusion2026.078.880.161