Super-resolution on Set5 3x (test)
35.31PSNR (dB)CFAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CFATScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.31 | 93.4 | |
| DAEPscale=x22017.09 | 35.23 | — | |
| DnCNN-3scale=x22017.09 | 35.2 | — | |
| deep mean-shift priorscale=x22017.09 | 35.16 | — | |
| EDTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.13 | 93.28 | |
| ACTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.09 | 93.25 | |
| IRCNNscale=x22017.09 | 35.07 | — | |
| ARTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.07 | 93.25 | |
| HATScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.07 | 93.29 | |
| SwinIRScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.04 | 93.22 | |
| CFAT-sScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 35.03 | 93.23 | |
| IPTScale=x3, Training Dataset=ImageNet2024.03 | 34.81 | — | |
| HANScale=x3, Training Dataset=DIV2K2024.03 | 34.75 | 92.99 | |
| SANScale=x3, Training Dataset=DIV2K2024.03 | 34.75 | 93 | |
| EDSRScale=x3, Training Dataset=DIV2K2024.03 | 34.65 | 92.8 | |
| TNRDscale=x22017.09 | 34.62 | — | |
| SRCNNscale=x22017.09 | 34.5 | — | |
| VDSRscale=x22017.09 | 34.5 | — | |
| SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 34.16 | — | |
| SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 34.12 | — | |
| SRMDNFKernel Width=1.6, Down-sampler=Direct, Noise Level=02017.12 | 34.01 | — | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 33.86 | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 33.77 | — | |
| SRMDKernel Width=1.6, Down-sampler=Direct, Noise Level=02017.12 | 33.74 | — | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 33.67 | — | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 33.39 | — | |
| IRCNNKernel Width=1.6, Down-sampler=Direct, Noise Level=02017.12 | 33.38 | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 33.33 | — | |
| SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 33.02 | — | |
| NCSRKernel Width=1.6, Down-sampler=Direct, Noise Level=02017.12 | 33.02 | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 32.59 | — | |
| Bicubicscale=x22017.09 | 31.8 | — | |
| DnCNN-3scale=x32017.09 | 31.58 | — | |
| DAEPscale=x32017.09 | 31.44 | — | |
| VDSRscale=x32017.09 | 31.39 | — | |
| deep mean-shift priorscale=x32017.09 | 31.38 | — | |
| IRCNNscale=x32017.09 | 31.26 | — | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 31.09 | — | |
| TNRDscale=x32017.09 | 31.08 | — | |
| SRCNNscale=x32017.09 | 30.84 | — | |
| VDSRKernel Width=1.6, Down-sampler=Direct, Noise Level=02017.12 | 30.54 | — | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 30.43 | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 30.24 | — | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 30.08 | — | |
| DnCNN+SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 30.07 | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 29.43 | — | |
| DnCNN-3scale=x42017.09 | 29.3 | — | |
| VDSRscale=x42017.09 | 29.19 | — | |
| deep mean-shift priorscale=x42017.09 | 29.16 | — | |
| DAEPscale=x42017.09 | 29.01 | — | |
| IRCNNscale=x42017.09 | 29.01 | — | |
| TNRDscale=x42017.09 | 28.83 | — | |
| DnCNN+SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 28.78 | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 28.68 | — | |
| Bicubicscale=x32017.09 | 28.67 | — | |
| SRCNNscale=x42017.09 | 28.6 | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 27.55 | — | |
| deep mean-shift priorscale=x52017.09 | 27.38 | — | |
| DAEPscale=x52017.09 | 27.19 | — | |
| IRCNNscale=x52017.09 | 27.13 | — | |
| TNRDscale=x52017.09 | 26.88 | — | |
| Bicubicscale=x42017.09 | 26.73 | — | |
| SRMDKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 26.48 | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 26.31 | — | |
| DnCNN-3scale=x52017.09 | 26.3 | — | |
| DnCNN+SRMDNFKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 26.27 | — | |
| IRCNNKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 26.25 | — | |
| SRCNNscale=x52017.09 | 26.12 | — | |
| VDSRscale=x52017.09 | 25.91 | — | |
| SRMDKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 25.82 | — | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 25.67 | — | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=152017.12 | 25.4 | — | |
| Bicubicscale=x52017.09 | 25.32 | — | |
| IRCNNKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 25.2 | — | |
| DnCNN+SRMDNFKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 25.19 | — | |
| SRMDKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 24.75 | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=152017.12 | 24.7 | — | |
| NCSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=02017.12 | 23.82 | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 23.07 | — | |
| IRCNNKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 22.16 | — | |
| NCSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=02017.12 | 21.81 | — | |
| NCSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=02017.12 | 21.46 | — | |
| DnCNN+SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=152017.12 | 21.33 | — | |
| DnCNN+SRMDNFKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 19.03 | — | |
| VDSRKernel Width=0.2, Down-sampler=Bicubic, Noise Level=502017.12 | 15.72 | — | |
| VDSRKernel Width=1.3, Down-sampler=Bicubic, Noise Level=502017.12 | 15.68 | — | |
| VDSRKernel Width=2.6, Down-sampler=Bicubic, Noise Level=502017.12 | 15.43 | — |