Gaussian Deblurring on CelebA-HQ 1K (test)
45.58PSNRIDPG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDPGNoise level (σε)=02023.12 | 45.58 | 0.002 | |
| DDNMNoise level (σε)=02023.12 | 45.56 | 0.002 | |
| DDPGNoise level (σε)=02023.12 | 45.46 | 0.002 | |
| DDRMNoise level (σε)=02023.12 | 42.49 | 0.006 | |
| IDPGNoise level (σ_ε)=0.01, Kernel=Gaussian2023.12 | 34.26 | 0.071 | |
| DDRMNoise level (σ_ε)=0.01, Kernel=Gaussian2023.12 | 33.9 | 0.045 | |
| DiffPIRNoise level (σε)=02023.12 | 32.97 | 0.041 | |
| DDPGNoise level (σ_ε)=0.01, Kernel=Gaussian2023.12 | 32.2 | 0.044 | |
| DiffPIRNoise level (σ_ε)=0.01, Kernel=Gaussian2023.12 | 32.01 | 0.06 | |
| DPSNoise level (σε)=0, NFEs=10002023.12 | 31.25 | 0.055 | |
| IDPGNoise level (σε)=0.052023.12 | 31.08 | 0.15 | |
| DDRMNoise level (σε)=0.052023.12 | 30.53 | 0.074 | |
| DDPGNoise level (σε)=0.052023.12 | 30.41 | 0.068 | |
| DPSNoise level (σ_ε)=0.01, Kernel=Gaussian2023.12 | 30.27 | 0.06 | |
| IDPGNoise level (σε)=0.12023.12 | 29.28 | 0.146 | |
| DDPGNoise level (σε)=0.12023.12 | 29.18 | 0.08 | |
| DiffPIRNoise level (σε)=0.052023.12 | 28.89 | 0.074 | |
| DDRMNoise level (σε)=0.12023.12 | 28.79 | 0.088 | |
| DPSNoise level (σε)=0.05, NFEs=10002023.12 | 27.75 | 0.084 | |
| DiffPIRNoise level (σε)=0.12023.12 | 27.59 | 0.083 | |
| DPSNoise level (σε)=0.1, NFEs=10002023.12 | 26.67 | 0.097 |