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ResearchFormerly WizWand

Image Distribution Recovery on CIFAR-10 (test)

10.81FIDSFBD-OMNI
2.44258.926115.41171.894Dec 18, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SFBD-OMNICorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1210.81
Online SFBD-OMNICorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1211.06
SFBDCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1213.53
EMDiffusionCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1221.08
SFBD-OMNICorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1221.31
Online SFBD-OMNICorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1222.43
AmbientDiffCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1228.88
Online SFBD-OMNICorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.1231.32
SFBD-OMNICorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.1232.61
EMDiffusionCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.1286.47
Noise2SelfCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=false2025.1292.06
SURE-ScoreCorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12109.04
EMDiffusionCorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12115.11
SURE-ScoreCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12132.61
SURE-ScoreCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12220.01