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ResearchFormerly WizWand

Denoising on BSD68 sigma=15

34.23PSNRSE-SymUNet
26.159628.254830.3532.4452Aug 15, 2024Nov 7, 2024Jan 31, 2025Apr 26, 2025Jul 20, 2025Oct 13, 2025Jan 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SE-SymUNet2025.1234.230.937
SymUNet2025.1234.220.937
ClearAIRSource=-, Params.=31M2026.0134.180.935
Res-HAIRParams.=29M, Blind Evaluation=true2024.0834.160.935
InstructIRParams.=16M, Blind Evaluation=false2024.0834.150.933
InstructIRSource=ECCV’24, Params.=16M2026.0134.150.933
InstructIR-3D2025.1234.150.933
DFPIR2025.1234.140.935
Perceive-IRSource=TIP’25, Params.=42M2026.0134.130.934
VLU-NetSource=CVPR’25, Params.=35M2026.0134.130.935
Perceive-IR2025.1234.130.934
VLU-Net2025.1234.130.935
AdaIRSource=ICLR’25, Params.=29M2026.0134.120.934
MoCE-IRParams.=25M, Model Scale=Heavy, VLM-based=false2024.1134.110.932
MoCE-IR2025.1234.110.932
MoCE-IR-SParams.=11M, Model Scale=Light, VLM-based=false2024.1134.080.933
UniProcessorParams.=1002M, Model Scale=Heavy, VLM-based=true2024.1134.080.935
Art-PromptIRParams.=33M, Model Scale=Heavy, VLM-based=false2024.1134.060.934
NDRSource=TIP’24, Params.=28M2026.0134.010.932
PromptIRParams.=36M, Blind Evaluation=true2024.0833.980.933
PromptIRParams.=36M, Model Scale=Heavy, VLM-based=false2024.1133.980.933
PromptIRSource=NeurIPS’23, Params.=36M2026.0133.980.933
PromptIR2025.1233.980.933
GridformerParams.=34M, Model Scale=Heavy, VLM-based=false2024.1133.930.931
GridformerSource=IJCV’24, Params.=34M2026.0133.930.931
AirNetParams.=9M, Blind Evaluation=true2024.0833.920.933
AirNetParams.=9M, Model Scale=Light, VLM-based=false2024.1133.920.933
AirNetSource=CVPR’22, Params.=9M2026.0133.920.933
AirNet2025.1233.920.933
IDRSource=CVPR’23, Params.=15M2026.0133.890.931
RestormerParams.=26M, Blind Evaluation=true2024.0833.860.933
Restormeroriginally_designed_for_all_in_one=false2025.1233.720.865
MPRNetParams.=16M, Blind Evaluation=true2024.0833.540.927
MPRNetParams.=16M, Model Scale=Heavy, VLM-based=false2024.1133.540.927
NAFNetoriginally_designed_for_all_in_one=false2025.1233.180.918
DLParams.=2M, Blind Evaluation=true2024.0833.050.914
DLParams.=2M, Model Scale=Light, VLM-based=false2024.1133.050.914
DLSource=TPAMI’19, Params.=2M2026.0133.050.914
BRDNetParams.=-, Blind Evaluation=true2024.0832.260.898
BRDNetModel Scale=Light, VLM-based=false2024.1132.260.898
FDGANParams.=-, Blind Evaluation=true2024.0830.250.91
FDGANModel Scale=Light, VLM-based=false2024.1130.250.91
DA-CLIPParams.=125M, Model Scale=Heavy, VLM-based=true2024.1130.020.821
LPNetParams.=-, Blind Evaluation=true2024.0826.470.778
LPNetModel Scale=Light, VLM-based=false2024.1126.470.778