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ResearchFormerly WizWand

Image Restoration on All-in-one Restoration Suite (test)

32.51PSNR (dB)RAM
25.209227.10462930.8954Jul 18, 2024Nov 5, 2024Feb 24, 2025Jun 14, 2025Oct 3, 2025Jan 21, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RAMMemory=3556M, Parameters=6.29M, FLOPs=19G, Input Resolution=224x224, Hardware=NVIDIA Tesla A100 (40G)2024.0732.51—
PromptIRMemory=9830M, Parameters=35.59M, FLOPs=132G, Input Resolution=224x224, Hardware=NVIDIA Tesla A100 (40G)2024.0732.06—
MMFE-IRTraining Data=Additional Rain13K dataset [19]2026.0531.5593.1
MMFE-IRTraining Data=Standard2026.0531.4493.1
ABAIR (SW)Param.=41M2024.1131.2592.1
ABAIR (OH)Param.=11M2024.1131.2492.1
TEAFormerVenue=ICCV 20252026.0531.2392.4
AirNetMemory=4829M, Parameters=8.93M, FLOPs=238G, Input Resolution=224x224, Hardware=NVIDIA Tesla A100 (40G)2024.0731.2—
SE-SymUNet2025.1230.7391.6
DFPIR2025.1230.6491.3
DFPIRVenue=CVPR 20252026.0530.6491.2
MoCE-IR2025.1230.5891.9
MoCE-IRVenue=CVPR 20252026.0530.5891.9
SymUNet2025.1230.4391.3
AdaIRParam.=28M2024.1130.291
AdaIRVenue=ICLR 20252026.0530.291
VLU-Net2025.1230.1190.5
VLU-NetVenue=CVPR 20252026.0530.1190.5
Perceive-IR2025.1229.8490.9
InstructIR-5D2025.1229.5590.7
InstructIRVenue=ECCV 20242026.0529.5590.8
GridFormerVenue=IJCV 20242026.0529.3390.4
PromptIRsource=cited from [12]2025.1229.1590.4
PromptIRVenue=NeurIPS 20232026.0529.1590.4
PromptIRParam.=36M2024.1128.5888.5
RestormerParam.=26M2024.1128.5688.8
DiffUIRParam.=36M2024.1128.588
DA-CLIPParam.=174M2024.1128.4988
X-RestormerParam.=26M2024.1128.4789.1
IDRParam.=15M2024.1128.3489.3
IDRVenue=CVPR 20232026.0528.3490.7
UformerParam.=52M2024.1128.2188.2
NAFNetsource=cited from [12]2025.1227.7688.1
Restormersource=cited from [12]2025.1227.688.1
AirNetParam.=9M2024.1125.4984.7
AirNetsource=cited from [12]2025.1225.4984.6
AirNetVenue=CVPR 20222026.0525.4984.7