Super-resolution on B100 (PSNR, SSIM)
32.64PSNRRGT+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RGT+Scale=x22023.03 | 32.64 | 0.9053 | |
| RGTScale=x22023.03 | 32.62 | 0.905 | |
| CAT-AScale=x22023.03 | 32.59 | 0.9047 | |
| RGT-SScale=x22023.03 | 32.59 | 0.905 | |
| SwinIRScale=x22023.03 | 32.53 | 0.9041 | |
| DFSAScale=x22023.03 | 32.5 | 0.9036 | |
| IPTScale=x22020.12 | 32.48 | — | |
| RCAN+Scale=x22018.07 | 32.46 | 0.9031 | |
| HAN+Scale=x22020.08 | 32.45 | 0.903 | |
| ELANScale=x22023.03 | 32.45 | 0.903 | |
| CRANScale=x22023.03 | 32.44 | 0.9029 | |
| NLSAScale=x22023.03 | 32.43 | 0.9027 | |
| SANScale=x22020.06 | 32.42 | 0.9028 | |
| SANScale=x22020.08 | 32.42 | 0.9028 | |
| SANScale=x22020.12 | 32.42 | — | |
| SANScale=x22023.03 | 32.42 | 0.9028 | |
| RCANScale=x22018.07 | 32.41 | 0.9027 | |
| RCANScale=x22020.06 | 32.41 | 0.9027 | |
| RCANScale=x22020.08 | 32.41 | 0.9027 | |
| HANScale=x22020.08 | 32.41 | 0.9027 | |
| RCANScale=x22020.12 | 32.41 | — | |
| HANScale=x22020.12 | 32.41 | — | |
| IGNNScale=x22020.12 | 32.41 | — | |
| RCANScale=x22023.03 | 32.41 | 0.9027 | |
| HANScale=x22023.03 | 32.41 | 0.9027 | |
| RDN+Scale=x2, Self-ensemble=true2018.02 | 32.4 | 0.9022 | |
| CSNLNScale=x22020.06 | 32.4 | 0.9024 | |
| CSNLNScale=x22023.03 | 32.4 | 0.9024 | |
| CSRNetScale=x22026.01 | 32.4 | 0.9026 | |
| EDSR+Scale=x2, Self-ensemble=true2017.07 | 32.37 | 0.9018 | |
| OISRScale=x22020.06 | 32.36 | 0.9019 | |
| OISR-RK3Scale=x22020.12 | 32.36 | — | |
| EDSRScale=x22026.01 | 32.35 | 0.9021 | |
| RDNScale=x22018.07 | 32.34 | 0.9017 | |
| MDSR+Scale=x2, Self-ensemble=true2017.07 | 32.34 | 0.9014 | |
| RDNScale=x2, Self-ensemble=false2018.02 | 32.34 | 0.9017 | |
| RDNScale=x22020.06 | 32.34 | 0.9017 | |
| RDNScale=x22020.08 | 32.34 | 0.9017 | |
| RDNScale=x22020.12 | 32.34 | — | |
| RDNScale=x22026.01 | 32.34 | 0.9017 | |
| EDSRScale=x22018.07 | 32.32 | 0.9013 | |
| EDSRScale=x2, Self-ensemble=false2017.07 | 32.32 | 0.9013 | |
| EDSRScale=x22020.06 | 32.32 | 0.9013 | |
| EDSRScale=x22020.08 | 32.32 | 0.9013 | |
| EDSRScale=x22020.12 | 32.32 | — | |
| RNANScale=x22020.12 | 32.32 | — | |
| EDSRScale=x22023.03 | 32.32 | 0.9013 | |
| MDSRScale=x2, Self-ensemble=false2017.07 | 32.29 | 0.9007 | |
| MDSRScale=x22018.02 | 32.29 | 0.9007 | |
| SRFBNScale=x22020.06 | 32.29 | 0.901 | |
| SRFBNScale=x22020.08 | 32.29 | 0.901 | |
| SRFBNScale=x22023.03 | 32.29 | 0.901 | |
| D-DBPNScale=x22018.07 | 32.27 | 0.9 | |
| DBPNScale=x22020.06 | 32.27 | 0.9 | |
| D-DBPNScale=x22020.08 | 32.27 | 0.9 | |
| AWSRN-MMult-Adds=244.1G, Params=1,063K, Scale=x22019.01 | 32.21 | 0.9 | |
| NLRNScale=x22020.06 | 32.19 | 0.8992 | |
| LAPAR-AScale=x2, Params=548K, MultiAdds=171G2021.05 | 32.19 | 0.8999 | |
| SRResNetScale=x2, #Bit (w/a)=32/322026.05 | 32.19 | 0.8997 | |
| QuantSR+*Scale=x2, #Bit (w/a)=4/42026.05 | 32.15 | 0.899 | |
| FALSR-AMult-Adds=234.7G, Params=1,021K, Scale=x22019.01 | 32.12 | 0.8987 | |
| FALSR-AScale=x2, Params=1,021K, MultiAdds=235G2021.05 | 32.12 | 0.8987 | |
| HGSRCNNScale=x22026.01 | 32.12 | 0.8984 | |
| LAPAR-BScale=x2, Params=250K, MultiAdds=85G2021.05 | 32.1 | 0.8987 | |
| I2NQ*Scale=x2, #Bit (w/a)=4/42026.05 | 32.1 | 0.8988 | |
| CARNMult-Adds=222.8G, Params=1,592K, Scale=x22019.01 | 32.09 | 0.8978 | |
| CARNScale=x2, Params=1,592K, MultiAdds=223G2021.05 | 32.09 | 0.8978 | |
| CARNScale=x22026.01 | 32.09 | 0.8978 | |
| QuantSR+Scale=x2, #Bit (w/a)=4/42026.05 | 32.09 | 0.8986 | |
| MemNetScale=x22018.07 | 32.08 | 0.8978 | |
| MemNetScale=x22018.02 | 32.08 | 0.8978 | |
| MemNetScale=x22020.06 | 32.08 | 0.8978 | |
| SelNetMult-Adds=225.7G, Params=974K, Scale=x22019.01 | 32.08 | 0.8984 | |
| MemNetScale=x22020.08 | 32.08 | 0.8978 | |
| MemNetScale=x2, Params=677K, MultiAdds=2,662G2021.05 | 32.08 | 0.8978 | |
| SelNetScale=x2, Params=974K, MultiAdds=226G2021.05 | 32.08 | 0.8984 | |
| MemNetScale=x22026.01 | 32.08 | 0.8978 | |
| SRMDNFScale=x22018.07 | 32.05 | 0.8985 | |
| DRRNScale=x22018.02 | 32.05 | 0.8973 | |
| SRMDNFScale=x22020.06 | 32.05 | 0.8985 | |
| DRRNMult-Adds=6,796.9G, Params=297K, Scale=x22019.01 | 32.05 | 0.8973 | |
| SRMDNFScale=x22020.08 | 32.05 | 0.8985 | |
| DRRNScale=x2, Params=297K, MultiAdds=6,797G2021.05 | 32.05 | 0.8973 | |
| SRMDNFScale=x2, Params=1,513K, MultiAdds=348G2021.05 | 32.05 | 0.898 | |
| DRRNScale=x22026.01 | 32.05 | 0.8973 | |
| QuantSRScale=x2, #Bit (w/a)=4/42026.05 | 32.04 | 0.8979 | |
| CADyQScale=x2, #Bit (w/a)=8/82026.05 | 32.02 | 0.898 | |
| SRFBN-SScale=x2, Params=282K, MultiAdds=680G2021.05 | 32 | 0.897 | |
| FALSR-BMult-Adds=74.7G, Params=326k, Scale=x22019.01 | 31.97 | 0.8967 | |
| FALSR-BScale=x2, Params=326k, MultiAdds=75G2021.05 | 31.97 | 0.8967 | |
| QuantSR+Scale=x2, #Bit (w/a)=2/22026.05 | 31.97 | 0.8968 | |
| FALSR-CMult-Adds=93.7G, Params=408k, Scale=x22019.01 | 31.96 | 0.8965 | |
| FALSR-CScale=x2, Params=408k, MultiAdds=94G2021.05 | 31.96 | 0.8965 | |
| MoreMNAS-AMult-Adds=238.6G, Params=1,039K, Scale=x22019.01 | 31.95 | 0.8961 | |
| LAPAR-CScale=x2, Params=87K, MultiAdds=35G2021.05 | 31.95 | 0.8969 | |
| CARN-MMult-Adds=91.2G, Params=412K, Scale=x22019.01 | 31.92 | 0.896 | |
| CARN-MScale=x2, Params=412K, MultiAdds=91G2021.05 | 31.92 | 0.896 | |
| VDSRScale=x22018.07 | 31.9 | 0.896 | |
| VDSRScale=x2, Self-ensemble=false2017.07 | 31.9 | 0.896 | |
| VDSRMult-Adds=612.6G, Params=665K, Scale=x22019.01 | 31.9 | 0.896 |