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ResearchFormerly WizWand

Denoising on BSD68 sigma=50

28.33PSNRSE-SymUNet
20.977222.886124.79526.7039Aug 15, 2024Nov 7, 2024Jan 31, 2025Apr 26, 2025Jul 20, 2025Oct 13, 2025Jan 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SE-SymUNet2025.1228.330.809
SymUNet2025.1228.320.808
Perceive-IRSource=TIP’25, Params.=42M2026.0128.310.804
ClearAIRSource=-, Params.=31M2026.0128.310.804
Perceive-IR2025.1228.310.804
InstructIRParams.=16M, Blind Evaluation=false2024.0828.30.804
InstructIRSource=ECCV’24, Params.=16M2026.0128.30.803
InstructIR-3D2025.1228.30.804
DFPIR2025.1228.250.806
Res-HAIRParams.=29M, Blind Evaluation=true2024.0828.240.803
VLU-NetSource=CVPR’25, Params.=35M2026.0128.230.804
VLU-Net2025.1228.230.804
AdaIRSource=ICLR’25, Params.=29M2026.0128.190.802
MoCE-IRParams.=25M, Model Scale=Heavy, VLM-based=false2024.1128.180.8
MoCE-IR2025.1228.180.8
UniProcessorParams.=1002M, Model Scale=Heavy, VLM-based=true2024.1128.170.803
MoCE-IR-SParams.=11M, Model Scale=Light, VLM-based=false2024.1128.160.798
Art-PromptIRParams.=33M, Model Scale=Heavy, VLM-based=false2024.1128.140.801
GridformerParams.=34M, Model Scale=Heavy, VLM-based=false2024.1128.110.801
GridformerSource=IJCV’24, Params.=34M2026.0128.110.801
NDRSource=TIP’24, Params.=28M2026.0128.10.798
PromptIRParams.=36M, Blind Evaluation=true2024.0828.060.799
PromptIRParams.=36M, Model Scale=Heavy, VLM-based=false2024.1128.060.799
PromptIRSource=NeurIPS’23, Params.=36M2026.0128.060.799
PromptIR2025.1228.060.799
IDRSource=CVPR’23, Params.=15M2026.0128.040.798
AirNetParams.=9M, Blind Evaluation=true2024.08280.797
AirNetParams.=9M, Model Scale=Light, VLM-based=false2024.11280.797
AirNetSource=CVPR’22, Params.=9M2026.01280.797
AirNet2025.12280.797
RestormerParams.=26M, Blind Evaluation=true2024.0827.90.794
Restormeroriginally_designed_for_all_in_one=false2025.1227.630.792
MPRNetParams.=16M, Blind Evaluation=true2024.0827.560.779
MPRNetParams.=16M, Model Scale=Heavy, VLM-based=false2024.1127.560.779
NAFNetoriginally_designed_for_all_in_one=false2025.1227.120.754
DLParams.=2M, Blind Evaluation=true2024.0826.90.74
DLParams.=2M, Model Scale=Light, VLM-based=false2024.1126.90.74
DLSource=TPAMI’19, Params.=2M2026.0126.90.74
FDGANParams.=-, Blind Evaluation=true2024.0826.430.776
FDGANModel Scale=Light, VLM-based=false2024.1126.430.776
BRDNetParams.=-, Blind Evaluation=true2024.0826.340.693
BRDNetModel Scale=Light, VLM-based=false2024.1126.340.693
DA-CLIPParams.=125M, Model Scale=Heavy, VLM-based=true2024.1122.290.476
LPNetParams.=-, Blind Evaluation=true2024.0821.260.552
LPNetModel Scale=Light, VLM-based=false2024.1121.260.552