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ResearchFormerly WizWand

Motion Deblurring on ImageNet

0.935SSIMNFC
0.003160.245080.4870.72892Jan 30, 2026Feb 16, 2026Mar 5, 2026Mar 22, 2026Apr 8, 2026Apr 25, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NFC2026.010.93534.70.155
DCDP2026.010.93133.030.048
SITCOMType=Pixel, Run-time (s)=103.3382026.030.80728.8750.247
FAST-DIPSType=Pixel, Run-time (s)=4.6232026.030.79929.0370.236
DDNM2026.010.79128.410.23
DDRM2026.010.78428.480.182
DAPSType=Pixel, Run-time (s)=94.6812026.030.77628.8380.243
DAPS2026.010.76627.860.196
Resample2026.010.73826.940.227
G&GMemory (MB)=4991, Run time (sec)=832026.030.72——
Ours-tweedie2026.030.71727.1490.28
Latent FAST-DIPSType=Latent, Run-time (s)=47.2822026.030.70926.6270.386
Ours-ode2026.030.69426.6150.275
DAPS2026.030.68926.5710.276
DAPSMemory (MB)=4993, Run time (sec)=2192026.030.66——
RED-DIFFMemory (MB)=4995, Run time (sec)=1652026.030.65——
FPS2026.010.64724.520.326
DPS2026.010.62918.960.423
PNP-DMMemory (MB)=4993, Run time (sec)=6362026.030.6——
LatentDAPSType=Latent, Run-time (s)=97.9882026.030.59223.5570.513
ReSampleType=Latent, Run-time (s)=316.9852026.030.57924.8450.404
FGPS2026.010.5621.870.288
DDRM-LAMPNFE=202026.050.54721.38—
DDRMNFE=202026.050.54421.36—
DiffPIR-LAMPNFE=1002026.050.52921.01—
DiffPIRNFE=1002026.050.52820.96—
FlowDPS2026.010.51319.920.5
DPSMemory (MB)=8701, Run time (sec)=3602026.030.49——
PMC2026.030.4821.6080.51
DPS2026.030.45119.6130.451
DPSNFE=10002026.050.36716.97—
PSLDType=Latent, Run-time (s)=148.1512026.030.28818.3270.544
DiffPIR-1MNFE=1002026.050.10613.92—
DiffPIR-2MNFE=1002026.050.113.46—
DDRM-1MNFE=202026.050.0398.71—
DDRM-2MNFE=202026.050.0398.68—