Inpainting on AFHQ
0.0846LPIPSDPS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DPSCorruption Probability=0.4, Measurement Noise (σ_y0)=0.05, NFE=100, Backbone=EDM2023.05 | 0.0846 | 29.83 | |
| Ambient DiffusionCorruption Probability=0.4, Measurement Noise (σ_y0)=0.05, NFE=12023.05 | 0.0861 | 29.46 | |
| DPSCorruption Probability=0.6, Measurement Noise (σ_y0)=0.05, NFE=100, Backbone=EDM2023.05 | 0.0949 | 27.92 | |
| Ambient DiffusionCorruption Probability=0.6, Measurement Noise (σ_y0)=0.05, NFE=12023.05 | 0.1031 | 27.4 | |
| DDRMCorruption Probability=0.4, Measurement Noise (σ_y0)=0.05, NFE=199, Backbone=EDM2023.05 | 0.1677 | 25.58 | |
| DDRMCorruption Probability=0.4, Measurement Noise (σ_y0)=0.05, NFE=99, Backbone=EDM2023.05 | 0.1739 | 25.38 | |
| DPSCorruption Probability=0.8, Measurement Noise (σ_y0)=0.05, NFE=100, Backbone=EDM2023.05 | 0.1778 | 23.01 | |
| Ambient DiffusionCorruption Probability=0.8, Measurement Noise (σ_y0)=0.05, NFE=12023.05 | 0.1792 | 23.21 | |
| DDRMCorruption Probability=0.4, Measurement Noise (σ_y0)=0.05, NFE=35, Backbone=EDM2023.05 | 0.2061 | 24.47 | |
| DDRMCorruption Probability=0.6, Measurement Noise (σ_y0)=0.05, NFE=199, Backbone=EDM2023.05 | 0.3506 | 19.7 | |
| DDRMCorruption Probability=0.6, Measurement Noise (σ_y0)=0.05, NFE=99, Backbone=EDM2023.05 | 0.3626 | 19.49 | |
| DDRMCorruption Probability=0.6, Measurement Noise (σ_y0)=0.05, NFE=35, Backbone=EDM2023.05 | 0.4066 | 18.73 | |
| DDRMCorruption Probability=0.8, Measurement Noise (σ_y0)=0.05, NFE=199, Backbone=EDM2023.05 | 0.5753 | 14.09 | |
| DDRMCorruption Probability=0.8, Measurement Noise (σ_y0)=0.05, NFE=99, Backbone=EDM2023.05 | 0.5802 | 13.99 | |
| DDRMCorruption Probability=0.8, Measurement Noise (σ_y0)=0.05, NFE=35, Backbone=EDM2023.05 | 0.5879 | 13.65 |