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ResearchFormerly WizWand

Box Inpainting on FFHQ 256x256-1K

19.25FIDDCS
6.9589.975173256.025Dec 21, 2024Jan 27, 2025Mar 6, 2025Apr 13, 2025May 21, 2025Jun 28, 2025Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DCSsigma_y=0.012025.0819.250.08825.112
DCSnoise_level=0.012025.0819.250.08825.11
RED-Diffnoise_level=0.012025.0819.980.0925.2
Diffusion Optimal ControlNFE=25002024.1220.220.122—
DPSNFE=10002024.1221.190.212—
Diffusion Optimal ControlNFE=10002024.1223.880.164—
DPSnoise_level=0.012025.0824.410.11323.52
DCSnoise_level=0.12025.0826.440.16323.22
DCSsigma_y=0.12025.0826.4440.163123.217
MCGNFE=10002024.1229.260.286—
DPSnoise_level=0.12025.0832.470.15822.58
DCSsigma_y=0.5, solver_type=pixel-based2025.0840.0990.200521.298
PSLDsigma_y=0.12025.0840.4280.312119.874
PSLDNFE=10002024.1243.110.167—
ReSamplesigma_y=0.012025.0850.30.24720.852
ReSamplesigma_y=0.12025.0853.2630.278920.581
RED-Diffnoise_level=0.12025.0861.140.29822.96
DDRMNFE=10002024.1269.710.587—
DDNMnoise_level=0.12025.0872.110.33419.2
DDNMNFE=10002024.1272.280.483—
Score-SDENFE=10002024.1276.540.612—
DPSsigma_y=0.5, solver_type=pixel-based2025.0881.4910.211820.278
LGD-MCnoise_level=0.012025.08860.37215.45
LGD-MCnoise_level=0.12025.0887.720.38415.38
DDNMnoise_level=0.012025.0888.320.20918.12
PNP-ADMM2024.12123.60.692—
ReSamplesigma_y=0.5, solver_type=latent-based2025.08160.470.495817.53
ADMM-TV2024.12181.50.463—
STSLsigma_y=0.12025.081830.548113.864
MCGnoise_level=0.012025.08185.540.45315.44
STSLsigma_y=0.012025.08190.640.43611.843
PSLDsigma_y=0.012025.08204.870.22122.23
MCGnoise_level=0.12025.08207.20.57915.3
Latent-DPSsigma_y=0.012025.08211.230.22722.184
DDNMsigma_y=0.5, solver_type=pixel-based2025.08287.790.996612.607
Latent-DPSsigma_y=0.12025.08326.750.64111.365