Image Super-resolution on Urban100 (PSNR variants)
33.76PSNR (Overall)IPT
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| IPTScale=x22020.12 | 33.76 | — | — | — | — | — | — | — | — | — | |
| HANScale=x22020.12 | 33.35 | — | — | — | — | — | — | — | — | — | |
| RCANScale=x22020.12 | 33.34 | — | — | — | — | — | — | — | — | — | |
| IGNNScale=x22020.12 | 33.23 | — | — | — | — | — | — | — | — | — | |
| SANScale=x22020.12 | 33.1 | — | — | — | — | — | — | — | — | — | |
| OISR-RK3Scale=x22020.12 | 33.03 | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x22020.12 | 32.93 | — | — | — | — | — | — | — | — | — | |
| RDNScale=x22020.12 | 32.89 | — | — | — | — | — | — | — | — | — | |
| RNANScale=x22020.12 | 32.73 | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x22020.12 | 30.77 | — | — | — | — | — | — | — | — | — | |
| IPTScale=x32020.12 | 29.49 | — | — | — | — | — | — | — | — | — | |
| HANScale=x32020.12 | 29.1 | — | — | — | — | — | — | — | — | — | |
| RCANScale=x32020.12 | 29.09 | — | — | — | — | — | — | — | — | — | |
| IGNNScale=x32020.12 | 29.03 | — | — | — | — | — | — | — | — | — | |
| OISR-RK3Scale=x32020.12 | 28.95 | — | — | — | — | — | — | — | — | — | |
| SANScale=x32020.12 | 28.93 | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x32020.12 | 28.8 | — | — | — | — | — | — | — | — | — | |
| RDNScale=x32020.12 | 28.8 | — | — | — | — | — | — | — | — | — | |
| RNANScale=x32020.12 | 28.75 | — | — | — | — | — | — | — | — | — | |
| IPTScale=x42020.12 | 27.26 | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x32020.12 | 27.14 | — | — | — | — | — | — | — | — | — | |
| HANScale=x42020.12 | 26.85 | — | — | — | — | — | — | — | — | — | |
| IGNNScale=x42020.12 | 26.84 | — | — | — | — | — | — | — | — | — | |
| RCANScale=x42020.12 | 26.82 | — | — | — | — | — | — | — | — | — | |
| SANScale=x42020.12 | 26.79 | — | — | — | — | — | — | — | — | — | |
| OISR-RK3Scale=x42020.12 | 26.79 | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x42020.12 | 26.64 | — | — | — | — | — | — | — | — | — | |
| RDNScale=x42020.12 | 26.61 | — | — | — | — | — | — | — | — | — | |
| RNANScale=x42020.12 | 26.61 | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x42020.12 | 25.18 | — | — | — | — | — | — | — | — | — | |
| DropoutBackbone=SRResNet, Scale=x42025.06 | — | 21.58 | 21.31 | 19.58 | 20.89 | 20.48 | 20.53 | 20.23 | 20.64 | — | |
| DropoutBackbone=SwinIR, Scale=x42025.06 | — | 22.27 | 21.99 | 20.67 | 21.38 | 20.92 | 20.91 | 20.55 | 21.12 | — | |
| Explicit Adaptive DropoutBackbone=SRResNet, Scale=x42025.06 | — | 21.87 | 21.48 | 19.9 | 21.11 | 20.57 | 20.66 | 20.29 | 20.79 | — | |
| Explicit Adaptive DropoutBackbone=SwinIR, Scale=x42025.06 | — | 22.41 | 22.19 | 20.85 | 21.52 | 21 | 20.96 | 20.57 | 21.15 | — | |
| Implicit Adaptive DropoutBackbone=SRResNet, Scale=x42025.06 | — | 21.9 | 21.4 | 19.9 | 21.15 | 20.5 | 20.63 | 20.27 | 20.81 | — | |
| Implicit Adaptive DropoutBackbone=SwinIR, Scale=x42025.06 | — | 22.32 | 22.16 | 20.74 | 21.4 | 20.92 | 20.94 | 20.56 | 21.02 | — | |
| Real-RRDBp=0, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.57 | |
| Real-RRDBp=0.5, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.89 | |
| Real-RRDBp=0, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.17 | |
| Real-RRDBp=0.5, Parameters=16.7M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.75 | |
| Real-SRResNetp=0, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.23 | |
| Real-SRResNetp=0.7, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.58 | |
| Real-SRResNetp=0, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.06 | |
| Real-SRResNetp=0.7, Parameters=1.5M, Scale factor=x42021.12 | — | — | — | — | — | — | — | — | — | 21.31 | |
| SRResNetRegularization=None, Scale=x42025.06 | — | 21.24 | 21.06 | 19.73 | 20.6 | 20.46 | 20.3 | 20.1 | 20.42 | — | |
| SwinIRRegularization=None, Scale=x42025.06 | — | 22.18 | 21.9 | 20.56 | 21.32 | 20.89 | 20.79 | 20.45 | 20.98 | — |