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ResearchFormerly WizWand

Image Deblurring on CelebA-HQ (test)

30.8PSNRPaDIS
24.0425.79527.5529.305May 29, 2024May 30, 2024May 31, 2024Jun 1, 2024Jun 2, 2024Jun 3, 2024Jun 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PaDISAssembly=PaDIS2024.0630.80.87
Langevin dynamicsSampling=Langevin dynamics2024.0630.60.867
Whole image diffusionScope=Whole image2024.0630.190.853
PnP-RED2024.0629.910.867
Patch StitchingAssembly=Patch Stitching2024.0629.690.849
Patch AveragingAssembly=Patch Averaging2024.0629.410.847
PnP-ADMM2024.0628.820.818
Predictor-correctorSampling=Predictor-corrector2024.0628.420.724
ADMM-TV2024.0628.220.792
RED-DiffModel Type=diffusion-based2024.0527.230.765
ICTMlocal prior=true2024.0526.540.76
OT-ODEModel Type=flow-based2024.0526.280.727
DPS-ODEModel Type=flow-based2024.0525.970.704
ICTM (w/o prior)local prior=false2024.0525.130.676
Baseline2024.0624.540.688
ΠGDMModel Type=diffusion-based2024.0524.30.583