Super-resolution on CelebA-HQ 1K
33.26PSNRSwinIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwinIRScale factor=4, Noise level (sigma_e)=02023.12 | 33.26 | 0.1 | |
| IDPGScale factor=4, Noise level (sigma_e)=02023.12 | 32.66 | 0.111 | |
| IDPGNoise level (σ_ε)=0.01, Kernel=Bicubic, Scale=4x2023.12 | 31.99 | 0.127 | |
| DDPGNoise level (σ_ε)=0.01, Kernel=Bicubic, Scale=4x2023.12 | 31.81 | 0.092 | |
| DDRMScale factor=4, Noise level (sigma_e)=02023.12 | 31.64 | 0.054 | |
| DDNMScale factor=4, Noise level (sigma_e)=02023.12 | 31.64 | 0.048 | |
| DDPGScale factor=4, Noise level (sigma_e)=02023.12 | 31.6 | 0.052 | |
| DDRMNoise level (σ_ε)=0.01, Kernel=Bicubic, Scale=4x2023.12 | 31.09 | 0.066 | |
| DiffPIRScale factor=4, Noise level (sigma_e)=02023.12 | 30.26 | 0.051 | |
| IDPGScale factor=4, Noise level (sigma_e)=0.052023.12 | 29.89 | 0.155 | |
| DiffPIRNoise level (σ_ε)=0.01, Kernel=Bicubic, Scale=4x2023.12 | 29.62 | 0.058 | |
| DPSScale factor=4, Noise level (sigma_e)=0, NFEs=10002023.12 | 29.39 | 0.065 | |
| DDPGScale factor=4, Noise level (sigma_e)=0.052023.12 | 29.39 | 0.105 | |
| DDRMScale factor=4, Noise level (sigma_e)=0.052023.12 | 29.26 | 0.09 | |
| DPSNoise level (σ_ε)=0.01, Kernel=Bicubic, Scale=4x2023.12 | 29.11 | 0.068 | |
| DPSScale factor=4, Noise level (sigma_e)=0.05, NFEs=10002023.12 | 27.49 | 0.086 | |
| DiffPIRScale factor=4, Noise level (sigma_e)=0.052023.12 | 27.44 | 0.085 | |
| SwinIRScale factor=4, Noise level (sigma_e)=0.052023.12 | 27.3 | 0.213 |