Image Distribution Recovery on CIFAR-10 (test)
10.81FIDSFBD-OMNI
Evaluation Results
| Method | Links | |
|---|---|---|
| SFBD-OMNICorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 10.81 | |
| Online SFBD-OMNICorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 11.06 | |
| SFBDCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 13.53 | |
| EMDiffusionCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 21.08 | |
| SFBD-OMNICorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 21.31 | |
| Online SFBD-OMNICorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 22.43 | |
| AmbientDiffCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 28.88 | |
| Online SFBD-OMNICorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12 | 31.32 | |
| SFBD-OMNICorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12 | 32.61 | |
| EMDiffusionCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 86.47 | |
| Noise2SelfCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=false2025.12 | 92.06 | |
| SURE-ScoreCorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12 | 109.04 | |
| EMDiffusionCorruption Process=Grayscale, Identifiability Condition=false, Pretrained on 50 clean images=true2025.12 | 115.11 | |
| SURE-ScoreCorruption Process=Additive Gaussian (sigma=0.2), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 132.61 | |
| SURE-ScoreCorruption Process=Pixel Masking (p=0.6), Identifiability Condition=true, Pretrained on 50 clean images=true2025.12 | 220.01 |