Super-Resolution on Set5 4x (test)
32.13PSNRbasic model
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| basic modelscale=x42019.04 | 32.13 | — | — | |
| SRResNetUpscaling Factor=4x2016.09 | 32.05 | 0.9019 | 3.37 | |
| SRResNetscale=x42019.04 | 32.05 | — | — | |
| SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 31.99 | — | — | |
| SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 31.96 | — | — | |
| SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 31.77 | — | — | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 31.59 | — | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 31.56 | — | — | |
| DRCNUpscaling Factor=4x2016.09 | 31.52 | 0.8938 | 3.26 | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 31.35 | — | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 31.2 | — | — | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 31.02 | — | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 31.01 | — | — | |
| ESPCNUpscaling Factor=4x2016.09 | 30.76 | 0.8784 | 2.89 | |
| SelfExSRUpscaling Factor=4x2016.09 | 30.33 | 0.872 | 2.65 | |
| SRCNNUpscaling Factor=4x2016.09 | 30.07 | 0.8627 | 2.57 | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 30.06 | — | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 29.72 | — | — | |
| SRGANUpscaling Factor=4x, Content Loss=VGG542016.09 | 29.4 | 0.8472 | 3.58 | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 28.79 | — | — | |
| bicubicUpscaling Factor=4x2016.09 | 28.43 | 0.8211 | 1.97 | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 28.35 | — | — | |
| DnCNN+SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 28.31 | — | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 28.21 | — | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 27.71 | — | — | |
| DnCNN+SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 27.71 | — | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 26.82 | — | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 26.28 | — | — | |
| nearestUpscaling Factor=4x2016.09 | 26.26 | 0.7552 | 1.28 | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 25.18 | — | — | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 24.95 | — | — | |
| DnCNN+SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 24.93 | — | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 24.77 | — | — | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 24.7 | — | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 24.42 | — | — | |
| DnCNN+SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 24.39 | — | — | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 24.36 | — | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 24.3 | — | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 23.98 | — | — | |
| DnCNN+SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 23.85 | — | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 22.98 | — | — | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 21.43 | — | — | |
| DnCNN+SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 21.15 | — | — | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 15.46 | — | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 15.43 | — | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 15.23 | — | — | |
| HRUpscaling Factor=4x2016.09 | — | 1 | 4.32 |