Face Image Super-resolution on CelebA-HQ (test)
27.24PSNRDifFace
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DifFaceScale factor=x82022.12 | 27.24 | 0.754 | 0.375 | 38.89 | 3.1 | |
| DifFaceScale factor=x162022.12 | 25.03 | 0.712 | 0.412 | 51.36 | 3.57 | |
| DiWaInput Resolution=16x16, Output Resolution=128x128, Model Parameters=92M, Batch Size=42023.04 | 23.34 | 0.67 | — | — | — | |
| SR3Input Resolution=16x16, Output Resolution=128x128, Model Parameters=550M2023.04 | 23.04 | 0.65 | — | — | — | |
| ESRGANInput Resolution=16x16, Output Resolution=128x1282023.04 | 23.01 | 0.62 | — | — | — | |
| SR3Scale factor=x82022.12 | 22.74 | 0.585 | 0.505 | 25.66 | 1.21 | |
| SR3Scale factor=x162022.12 | 20.5 | 0.506 | 0.645 | 64.19 | 4.95 | |
| PulseInput Resolution=16x16, Output Resolution=128x1282023.04 | 16.88 | 0.44 | — | — | — |