Image Super-resolution on Manga109
19.51PSNR (Clean)Implicit Adaptive Dropout
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Implicit Adaptive DropoutBackbone=SRResNet, Scale=x42025.06 | 19.51 | 19.69 | 18.76 | 19.2 | 19.51 | 19.29 | 19.1 | 19.07 | — | |
| Explicit Adaptive DropoutBackbone=SRResNet, Scale=x42025.06 | 19.4 | 19.62 | 18.67 | 19.07 | 19.26 | 19.23 | 19.04 | 18.95 | — | |
| Implicit Adaptive DropoutBackbone=SwinIR, Scale=x42025.06 | 19.31 | 19.44 | 19.02 | 19.31 | 19.31 | 19.37 | 19.1 | 18.87 | — | |
| Explicit Adaptive DropoutBackbone=SwinIR, Scale=x42025.06 | 19.22 | 19.39 | 18.92 | 19.27 | 19.25 | 19.29 | 18.91 | 18.82 | — | |
| DropoutBackbone=SwinIR, Scale=x42025.06 | 19.15 | 19.3 | 18.73 | 19.03 | 19.12 | 18.98 | 18.84 | 18.75 | — | |
| SwinIRRegularization=None, Scale=x42025.06 | 19.1 | 19.19 | 18.71 | 18.95 | 19.07 | 19.02 | 18.8 | 18.79 | — | |
| DropoutBackbone=SRResNet, Scale=x42025.06 | 18.87 | 19.14 | 18.25 | 18.62 | 18.94 | 18.81 | 18.71 | 18.57 | — | |
| SRResNetRegularization=None, Scale=x42025.06 | 18.42 | 18.75 | 19.74 | 18.3 | 18.6 | 18.53 | 18.43 | 18.25 | — | |
| Real-RRDBp=0, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 23.58 | |
| Real-RRDBp=0.5, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 23.78 | |
| Real-RRDBp=0, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 23.16 | |
| Real-RRDBp=0.5, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 23.58 | |
| Real-SRResNetp=0, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 22.97 | |
| Real-SRResNetp=0.7, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 23.58 | |
| Real-SRResNetp=0, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 22.59 | |
| Real-SRResNetp=0.7, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | 22.98 |