Super Resolution on ImageNet-256 (test)
25.55PSNRDDPG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DDPGNFEs=10002025.11 | 25.55 | 0.722 | 0.302 | 68.34 | |
| JAPS2025.11 | 24.55 | 0.687 | 0.195 | 40.24 | |
| DSG2025.11 | 24.33 | 0.669 | 0.203 | 39.89 | |
| DPS2025.11 | 24.1 | 0.655 | 0.242 | 46.28 | |
| DAPSNFEs=10002025.11 | 23.6 | 0.626 | 0.422 | 77.95 | |
| DiffPIRNFEs=10002025.11 | 23.53 | 0.643 | 0.331 | 64.35 | |
| PiGDM2025.11 | 22.85 | 0.595 | 0.268 | 57.04 | |
| NA-NHMCScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 21.53 | 0.51 | 0.492 | — | |
| SITCOMScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 20.87 | 0.49 | 0.458 | — | |
| DiffPIRScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 19.9 | 0.448 | 0.577 | — | |
| DPSScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 19.29 | 0.406 | 0.481 | — | |
| DMPlugScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 18.58 | 0.412 | 0.5 | — | |
| DiffPIRScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 18.48 | 0.387 | 0.626 | — | |
| NA-NHMCScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 16.43 | 0.276 | 0.675 | — | |
| SITCOMScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 16.16 | 0.325 | 0.628 | — | |
| DAPSScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 14.27 | 0.139 | 0.755 | — | |
| DAPSScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 13.71 | 0.151 | 0.76 | — | |
| RED-diffScale=x4, Gaussian Noise=sigma_y = 0.202026.04 | 11.35 | 0.097 | 0.776 | — | |
| DPSScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 11.25 | 0.145 | 0.728 | — | |
| DMPlugScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 9.53 | 0.125 | 0.782 | — | |
| RED-diffScale=x16, Gaussian Noise=sigma_y = 0.202026.04 | 9.29 | 0.098 | 0.811 | — |