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ResearchFormerly WizWand

Image Deblurring on GoPro 17 (test)

34.05PSNRALGNet-B
24.263626.804329.34531.8857Apr 6, 2019Feb 3, 2020Dec 2, 2020Oct 1, 2021Jul 31, 2022May 30, 2023Mar 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ALGNet-Btraining_dataset=GoPro2024.0334.0596.9
NAFNetwidth=642024.0333.6296.7
Restormerimplementation=local2024.0333.5796.6
ALGNettraining_dataset=GoPro2024.0333.4996.4
MSFS-Netimplementation=local2024.0333.4696.4
DeblurDiNATsize=Large2024.0333.4296.5
MPRNetimplementation=local2024.0333.3196.4
FSNet2024.0333.2996.3
SFNet2024.0333.2796.3
MambaIR2024.0333.2196.2
IRNeXt2024.0333.1696.2
HINetimplementation=local2024.0333.0896.2
Uformer2024.0332.9796.7
Restormer2024.0332.9296.1
DeblurDiNATsize=Small2024.0332.8596.1
NAFNetwidth=322024.0332.8396
MSFS-Net2024.0332.7395.9
HINet2024.0332.7195.9
MPRNet2024.0332.6695.9
Stack(2)-VMPHNSize (MB)=86.8, Runtime (seconds)=5522019.0431.594.83
Stack(4)-DMPHNSize (MB)=86.8, Runtime (seconds)=4242019.0431.294.53
Stack(3)-DMPHNSize (MB)=65.1, Runtime (seconds)=2332019.0431.1694.51
VMPHNSize (MB)=43.4, Runtime (seconds)=1612019.0430.994.19
Stack(2)-DMPHNSize (MB)=43.4, Runtime (seconds)=372019.0430.7194.03
DMPHN(1-2-4-8)Size (MB)=29, Runtime (seconds)=302019.0430.2593.51
DMPHN(1-2-4)Size (MB)=21.7, Runtime (seconds)=172019.0430.2193.45
DMPHNSize (MB)=21.7, Runtime (seconds)=172019.0430.2193.45
Tao et al.Size (MB)=33.6, Runtime (seconds)=16002019.0430.193.23
DMPHN(1-2-4-8-16)Size (MB)=36.2, Runtime (seconds)=1012019.0429.8793.05
DMPHN(1-2)Size (MB)=14.5, Runtime (seconds)=92019.0429.7792.86
DeblurGAN-v22024.0329.5593.4
Nah et al.Size (MB)=303.6, Runtime (seconds)=43002019.0429.2391.62
Zhang et al.Size (MB)=37.1, Runtime (seconds)=14002019.0429.1993.06
DMPHN(1-4-16)Size (MB)=21.7, Runtime (seconds)=922019.0429.1592.17
DMPHN(1)Size (MB)=7.2, Runtime (seconds)=52019.0428.791.31
DMPHN(1-1-1)Size (MB)=21.7, Runtime (seconds)=122019.0428.1190.41
Sun et al.Size (MB)=54.1, Runtime (seconds)=120002019.0424.6484.29