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ResearchFormerly WizWand

Gaussian Deblurring on FFHQ 256x256-1K

22.62FIDDCS
7.1708111.4529215.735320.0171Dec 21, 2024Jan 27, 2025Mar 6, 2025Apr 13, 2025May 21, 2025Jun 28, 2025Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DCSsigma_y=0.012025.0822.620.10328.688
DCSnoise_level=0.012025.0822.620.10328.69
DCSnoise_level=0.12025.0826.080.17625.96
DCSsigma_y=0.12025.0826.0830.176325.955
DPSnoise_level=0.012025.0826.850.12926.48
Diffusion Optimal ControlNFE=25002024.1231.80.189—
DPSnoise_level=0.12025.0833.530.1824.72
Diffusion Optimal ControlNFE=10002024.1235.240.191—
PSLDsigma_y=0.12025.0836.60.289721.068
PSLDNFE=10002024.1241.530.221—
DPSNFE=10002024.1244.050.257—
ReSamplesigma_y=0.012025.0846.50.19127.151
RED-Diffnoise_level=0.012025.0852.090.23429.72
ReSamplesigma_y=0.12025.0856.4890.298423.98
LGD-MCnoise_level=0.012025.0864.310.40518.78
Flash-Diffusion*NFE=varies2024.1265.350.28—
LGD-MCnoise_level=0.12025.0866.040.41518.3
MCGnoise_level=0.012025.0867.880.20923.51
MCGnoise_level=0.12025.0869.290.42925.8
DDNMnoise_level=0.012025.0871.470.23526.09
DDRMNFE=10002024.1274.920.332—
DCSsigma_y=0.5, solver_type=pixel-based2025.0882.1320.210924.009
DPSsigma_y=0.5, solver_type=pixel-based2025.0883.6860.226825.02
PNP-ADMM2024.1290.420.441—
MCGNFE=10002024.12101.20.34—
RED-Diffnoise_level=0.12025.08106.30.44726.93
Score-SDENFE=10002024.121090.403—
DDNMNFE=10002024.121260.995—
ReSamplesigma_y=0.5, solver_type=latent-based2025.08162.40.540921.166
STSLsigma_y=0.12025.08169.320.513716.411
DDNMnoise_level=0.12025.08176.81.2210.73
ADMM-TV2024.12186.70.507—
PSLDsigma_y=0.012025.08318.20.223.77
Latent-DPSsigma_y=0.012025.08321.50.3925.608
Latent-DPSsigma_y=0.12025.08330.930.639813.762
STSLsigma_y=0.012025.08364.070.58315.196
DDNMsigma_y=0.5, solver_type=pixel-based2025.08408.851.44753.5686