Super Resolution on FFHQ 256 x 256
30.19PSNRDAPS-200
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAPS-200Scale Factor=x42026.05 | 30.19 | 79.4 | — | |
| NDTMScale Factor=x42026.05 | 29.9 | 86.1 | — | |
| SHVPScale Factor=x42026.05 | 29.9 | 84.2 | — | |
| DDRMScale Factor=x42026.05 | 29.46 | 83.4 | — | |
| AHVPScale Factor=x42026.05 | 29.33 | 83.6 | — | |
| C-ΠGDMScale Factor=x42026.05 | 28.09 | 76.4 | — | |
| HyperNoiseScale Factor=x42026.05 | 27.86 | 78 | — | |
| SITCOMScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 27.35 | 78.7 | 0.268 | |
| NA-NHMCScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 27.29 | 77 | 0.291 | |
| MPGDScale Factor=x42026.05 | 27.16 | 79.1 | — | |
| DPSScale Factor=x42026.05 | 26.94 | 75 | — | |
| DPSScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 26.84 | 76.2 | 0.239 | |
| DMPlugScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 26.73 | 69.7 | 0.321 | |
| RED-DiffScale Factor=x42026.05 | 26.46 | 72.1 | — | |
| DAPS-200Scale Factor=x82026.05 | 26.32 | 69.1 | — | |
| ReSampleScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 26.18 | 73.7 | 0.382 | |
| DiffPIRScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 25.96 | 73.5 | 0.322 | |
| DDRMScale Factor=x82026.05 | 25.81 | 72.7 | — | |
| NDTMScale Factor=x82026.05 | 25.38 | 71.1 | — | |
| RED-DiffScale Factor=x82026.05 | 25.23 | 69.7 | — | |
| AHVPScale Factor=x82026.05 | 25.09 | 69.7 | — | |
| C-ΠGDMScale Factor=x82026.05 | 25.07 | 67.3 | — | |
| SHVPScale Factor=x82026.05 | 24.95 | 67.7 | — | |
| DAPSScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 24.58 | 55.9 | 0.514 | |
| HyperNoiseScale Factor=x82026.05 | 23.6 | 64.9 | — | |
| DPSScale Factor=x82026.05 | 23.4 | 62.9 | — | |
| NA-NHMCScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 23.29 | 63.6 | 0.391 | |
| SITCOMScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 23.04 | 64.7 | 0.362 | |
| ReSampleScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 22.95 | 63.2 | 0.501 | |
| DPSScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 21.8 | 55.6 | 0.385 | |
| RED-diffScale=×4, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 21.58 | 39 | 0.602 | |
| DiffPIRScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 21.22 | 59.1 | 0.417 | |
| MPGDScale Factor=x82026.05 | 21.01 | 56.1 | — | |
| NA-NHMCScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 20.85 | 53.1 | 0.452 | |
| SITCOMScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 20.82 | 57.4 | 0.4 | |
| DPSScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 20.06 | 52.2 | 0.38 | |
| ReSampleScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 20.01 | 53.2 | 0.576 | |
| DiffPIRScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 19.84 | 54.1 | 0.444 | |
| ReSampleScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 17.93 | 46.8 | 0.661 | |
| RED-diffScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 17.6 | 39.1 | 0.567 | |
| SITCOMScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 17.49 | 46.9 | 0.495 | |
| DMPlugScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 17.42 | 28 | 0.607 | |
| NA-NHMCScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 17.36 | 39.3 | 0.552 | |
| DAPSScale=×16, Gaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 17.28 | 42 | 0.541 | |
| DAPSScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 17.08 | 42 | 0.549 | |
| DPSScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 16.13 | 37.7 | 0.507 | |
| DiffPIRScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 16.09 | 42 | 0.551 | |
| DMPlugScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 15.95 | 14 | 0.706 | |
| DAPSScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 13.48 | 12.1 | 0.792 | |
| RED-diffScale=x4, Gaussian Noise (sigma_y)=0.202026.04 | 12.64 | 10.1 | 0.824 | |
| DMPlugScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 11.69 | 9.3 | 0.773 | |
| RED-diffScale=x16, Gaussian Noise (sigma_y)=0.202026.04 | 11.49 | 15.2 | 0.799 |