Single Image Super-Resolution on Set14 (PSNR, SSIM)
34.12PSNRCSRNet
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CSRNetScale=x22026.01 | 34.12 | 0.9216 | — | — | — | — | — | — | — | — | — | — | — | — | |
| EDSRScale Factor=x22019.09 | 34.02 | 0.92 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RDNScale=x2, Training data=DIV2K2019.09 | 34.01 | 0.9212 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RDNScale=x22026.01 | 34.01 | 0.9212 | — | — | — | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x22026.01 | 33.93 | 0.9203 | — | — | — | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x2, Training data=DIV2K2019.09 | 33.92 | 0.9195 | — | — | — | — | — | — | — | — | — | — | — | — | |
| D_DBPNScale=x2, Training data=DIV2K+Flickr2019.09 | 33.87 | 0.9191 | — | — | — | — | — | — | — | — | — | — | — | — | |
| E-LCSCNetScale=x2, Training data=DIV2K2019.09 | 33.85 | 0.918 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MWCNNScale factor (S)=x22018.05 | 33.7 | 0.9182 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BE-LCSC_LScale=x2, Training data=DIV2K2019.09 | 33.67 | 0.916 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LAPAR-AScale=x2, Params=548K, MultiAdds=171G2021.05 | 33.62 | 0.9183 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SelNetScale=x2, Training data=DIV2K2019.09 | 33.61 | 0.916 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SelNetScale=x2, Params=974K, MultiAdds=226G2021.05 | 33.61 | 0.916 | — | — | — | — | — | — | — | — | — | — | — | — | |
| HGSRCNNScale=x22026.01 | 33.56 | 0.9175 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FALSR-AScale=x2, Training data=DIV2K2019.09 | 33.55 | 0.9168 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FALSR-AScale=x2, Params=1,021K, MultiAdds=235G2021.05 | 33.55 | 0.9168 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARNScale=x2, Training data=DIV2K2019.09 | 33.52 | 0.9166 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARNScale=x2, Params=1,592K, MultiAdds=223G2021.05 | 33.52 | 0.9166 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARNScale=x22026.01 | 33.52 | 0.9166 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NLRNScale=x22018.06 | 33.46 | 0.9159 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LAPAR-BScale=x2, Params=250K, MultiAdds=85G2021.05 | 33.39 | 0.9162 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRFBN-SScale=x2, Params=282K, MultiAdds=680G2021.05 | 33.35 | 0.9156 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LCSC_76_291Scale=x2, Training data=2912019.09 | 33.34 | 0.9146 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RL-CSCScale=x22018.12 | 33.33 | 0.9152 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRMDNFScale=x2, Params=1,513K, MultiAdds=348G2021.05 | 33.32 | 0.915 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FALSR-BScale=x2, Params=326k, MultiAdds=75G2021.05 | 33.29 | 0.9143 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x22017.08 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale factor (S)=x22018.05 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x22018.06 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x22018.12 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x2, Training data=2912019.09 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x2, Params=677K, MultiAdds=2,662G2021.05 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MemNetScale=x22026.01 | 33.28 | 0.9142 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARN-MScale=x2, Params=412K, MultiAdds=91G2021.05 | 33.26 | 0.9141 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FALSR-CScale=x2, Params=408k, MultiAdds=94G2021.05 | 33.26 | 0.914 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x22017.08 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale factor (S)=x22018.05 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x22018.06 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x22018.12 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x2, Training data=2912019.09 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x2, Params=297K, MultiAdds=6,797G2021.05 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRRNScale=x22026.01 | 33.23 | 0.9136 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LAPAR-CScale=x2, Params=87K, MultiAdds=35G2021.05 | 33.2 | 0.9141 | — | — | — | — | — | — | — | — | — | — | — | — | |
| WaveResNetScale factor (S)=x22018.05 | 33.09 | 0.9129 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale=x22017.08 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale factor (S)=x22018.05 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale=x22018.06 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale=x2, Training data=2912019.09 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale=x2, Params=813K, MultiAdds=30G2021.05 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LapSRNScale=x22026.01 | 33.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x22017.08 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DnCNNScale factor (S)=x22018.05 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x22018.06 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x22018.12 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x2, Training data=2912019.09 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x2, Params=1,774K, MultiAdds=17,974G2021.05 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DRCNScale=x22026.01 | 33.04 | 0.9118 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x22017.08 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DnCNNScale=x22017.08 | 33.03 | 0.9128 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale factor (S)=x22018.05 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x22018.06 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x22018.12 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x2, Training data=2912019.09 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x2, Params=665K, MultiAdds=613G2021.05 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRScale=x22026.01 | 33.03 | 0.9124 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DnCNN-3Upscaling Factor=22016.08 | 33.03 | 0.9128 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VDSRUpscaling Factor=22016.08 | 33.02 | 0.9128 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RED30Scale factor (S)=x22018.05 | 32.94 | 0.9144 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RCNScale factor (S)=x22018.05 | 32.77 | 0.9109 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FSRCNNScale=x22026.01 | 32.66 | 0.909 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FSRCNNScale=x2, Params=12K, MultiAdds=6G2021.05 | 32.63 | 0.9088 | — | — | — | — | — | — | — | — | — | — | — | — | |
| TNRDUpscaling Factor=22016.08 | 32.51 | 0.9069 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRCNNScale=x22017.08 | 32.45 | 0.9067 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRCNNScale=x22018.06 | 32.45 | 0.9067 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRCNNScale=x22018.12 | 32.45 | 0.9067 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRCNNScale=x2, Params=57K, MultiAdds=53G2021.05 | 32.42 | 0.9063 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRCNNScale=x22026.01 | 32.42 | 0.9063 | — | — | — | — | — | — | — | — | — | — | — | — | |
| A+Scale=x22026.01 | 32.28 | 0.9056 | — | — | — | — | — | — | — | — | — | — | — | — | |
| HAN+Scale=x3, Degradation Model=BD2020.08 | 30.79 | 0.8487 | — | — | — | — | — | — | — | — | — | — | — | — | |
| HANScale=x3, Degradation Model=BD2020.08 | 30.7 | 0.8475 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SANScale=x3, Degradation Model=BD2020.08 | 30.68 | 0.8466 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RCANScale=x3, Degradation Model=BD2020.08 | 30.63 | 0.8462 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RDNScale=x3, Training data=DIV2K2019.09 | 30.57 | 0.8468 | — | — | — | — | — | — | — | — | — | — | — | — | |
| E-LCSCNetScale=x3, Training data=DIV2K2019.09 | 30.56 | 0.846 | — | — | — | — | — | — | — | — | — | — | — | — | |
| RDNScale=x3, Degradation Model=BD2020.08 | 30.53 | 0.8447 | — | — | — | — | — | — | — | — | — | — | — | — | |
| EDSRScale=x3, Training data=DIV2K2019.09 | 30.52 | 0.8462 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SRFBNScale=x3, Degradation Model=BD2020.08 | 30.48 | 0.8439 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ENetScale Factor=x22019.09 | 30.45 | 0.862 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LAPAR-AScale=x3, Params=594K, MultiAdds=114G2021.05 | 30.34 | 0.8421 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BE-LCSC_LScale=x3, Training data=DIV2K2019.09 | 30.33 | 0.8395 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SelNetScale=x3, Training data=DIV2K2019.09 | 30.3 | 0.8399 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SelNetScale=x3, Params=1,159K, MultiAdds=120G2021.05 | 30.3 | 0.8399 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARNScale=x3, Training data=DIV2K2019.09 | 30.29 | 0.8407 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CARNScale=x3, Params=1,592K, MultiAdds=119G2021.05 | 30.29 | 0.8407 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BicubicScale=x22017.08 | 30.24 | 0.8688 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BicubicScale=x22018.12 | 30.24 | 0.8688 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BicubicScale Factor=x22019.09 | 30.24 | 0.869 | — | — | — | — | — | — | — | — | — | — | — | — | |
| BicubicScale=x22026.01 | 30.24 | 0.8688 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LAPAR-BScale=x3, Params=276K, MultiAdds=61G2021.05 | 30.17 | 0.8387 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MWCNNScale factor (S)=x32018.05 | 30.16 | 0.8414 | — | — | — | — | — | — | — | — | — | — | — | — |