Super-Resolution on Set5 (test)
38.27PSNRRCAN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RCANScale=x2, Kernel Width=0, Time=170ms2021.04 | 38.27 | — | — | — | — | — | — | — | — | |
| DUKDScale=x2, Backbone=RCAN2023.09 | 38.23 | 96.14 | — | — | — | — | — | — | — | |
| KDScale=x2, Backbone=RCAN2023.09 | 38.18 | 96.11 | — | — | — | — | — | — | — | |
| RKDScale=x2, Backbone=RCAN2023.09 | 38.18 | 96.12 | — | — | — | — | — | — | — | |
| FAKD*Scale=x2, Backbone=RCAN2023.09 | 38.17 | 96.12 | — | — | — | — | — | — | — | |
| ScratchScale=x2, Backbone=RCAN2023.09 | 38.13 | 96.1 | — | — | — | — | — | — | — | |
| ATScale=x2, Backbone=RCAN2023.09 | 38.13 | 96.1 | — | — | — | — | — | — | — | |
| TL-Conv2026.04 | 38.13 | 96.25 | — | — | — | — | — | — | — | |
| B-Convgroup=p82026.04 | 38.12 | 96.25 | — | — | — | — | — | — | — | |
| CNN2026.04 | 38.06 | 96.21 | — | — | — | — | — | — | — | |
| F-Convgroup=p82026.04 | 38.06 | 96.22 | — | — | — | — | — | — | — | |
| G-CNNgroup=p42026.04 | 38.04 | 96.21 | — | — | — | — | — | — | — | |
| FitNetScale=x2, Backbone=RCAN2023.09 | 37.97 | 96.02 | — | — | — | — | — | — | — | |
| Har-Netgroup=p82026.04 | 37.92 | 96.19 | — | — | — | — | — | — | — | |
| E2-CNNgroup=p82026.04 | 37.91 | 96.18 | — | — | — | — | — | — | — | |
| SelNetScale=x2, Params=974K, Mult-Adds=225.7G2018.03 | 37.89 | 95.98 | — | — | — | — | — | — | — | |
| DASRScale=x2, Kernel Width=0, Time=71ms2021.04 | 37.87 | — | — | — | — | — | — | — | — | |
| SRMDNFScale Factor=x2, Degradation=bicubic2017.12 | 37.79 | 96 | — | — | — | — | — | — | — | |
| MemNetScale=x2, Params=677K, Mult-Adds=2,662.4G2018.03 | 37.78 | 95.97 | — | — | — | — | — | — | — | |
| CARNScale=x2, Params=1,592K, Mult-Adds=222.8G2018.03 | 37.76 | 95.9 | — | — | — | — | — | — | — | |
| BTSRNScale=x2, Params=410K, Mult-Adds=207.7G2018.03 | 37.75 | — | — | — | — | — | — | — | — | |
| DRRNScale=x2, Params=297K, Mult-Adds=6,796.9G2018.03 | 37.74 | 95.91 | — | — | — | — | — | — | — | |
| NIPQNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.74 | — | — | — | — | — | — | — | — | |
| DDTBNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.72 | — | — | — | — | — | — | — | — | |
| PAMSNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.67 | — | — | — | — | — | — | — | — | |
| DRRNScale Factor=x2, Degradation=bicubic2017.12 | 37.66 | 95.9 | — | — | — | — | — | — | — | |
| CNFScale=x2, Params=337K, Mult-Adds=311.0G2018.03 | 37.66 | 95.9 | — | — | — | — | — | — | — | |
| NIPQNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 37.66 | — | — | — | — | — | — | — | — | |
| TFLiteNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.64 | — | — | — | — | — | — | — | — | |
| DRCNScale=x2, Params=1,774K, Mult-Adds=17,974.3G2018.03 | 37.63 | 95.88 | — | — | — | — | — | — | — | |
| PDO-eConvgroup=p82026.04 | 37.63 | 96.06 | — | — | — | — | — | — | — | |
| VDSRscale=x22019.10 | 37.6 | 95.91 | — | — | — | — | — | — | 0.13 | |
| PACTNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.57 | — | — | — | — | — | — | — | — | |
| VDSRScale Factor=x2, Degradation=bicubic2017.12 | 37.56 | 95.9 | — | — | — | — | — | — | — | |
| SRMDScale Factor=x2, Degradation=bicubic2017.12 | 37.53 | 95.9 | — | — | — | — | — | — | — | |
| VDSRScale=x2, Params=665K, Mult-Adds=612.6G2018.03 | 37.53 | 95.87 | — | — | — | — | — | — | — | |
| CARN-MScale=x2, Params=412K, Mult-Adds=91.2G2018.03 | 37.53 | 95.83 | — | — | — | — | — | — | — | |
| LapSRNScale Factor=x2, Degradation=bicubic2017.12 | 37.52 | 95.9 | — | — | — | — | — | — | — | |
| LapSRNScale=x2, Params=813K, Mult-Adds=29.9G2018.03 | 37.52 | 95.9 | — | — | — | — | — | — | — | |
| DDTBNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 37.51 | — | — | — | — | — | — | — | — | |
| DASRScale=x2, Kernel Width=0.6, Time=71ms2021.04 | 37.47 | — | — | — | — | — | — | — | — | |
| RC-Net without BNscale=x22019.10 | 37.42 | 95.86 | — | — | — | — | — | — | 0.46 | |
| PACTNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 37.36 | — | — | — | — | — | — | — | — | |
| TFLiteNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 37.33 | — | — | — | — | — | — | — | — | |
| DoReFaNetwork=EDSR, Scale=x2, Bit-width=4-bit2022.06 | 37.22 | — | — | — | — | — | — | — | — | |
| DASRScale=x2, Kernel Width=1.2, Time=71ms2021.04 | 37.19 | — | — | — | — | — | — | — | — | |
| DoReFaNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 37.13 | — | — | — | — | — | — | — | — | |
| FSRCNNScale=x2, Params=12K, Mult-Adds=6.0G2018.03 | 37 | 95.58 | — | — | — | — | — | — | — | |
| PAMSNetwork=EDSR, Scale=x2, Bit-width=3-bit2022.06 | 36.76 | — | — | — | — | — | — | — | — | |
| SRCNNScale=x2, Params=57K, Mult-Adds=52.7G2018.03 | 36.66 | 95.42 | — | — | — | — | — | — | — | |
| SRCNNScale Factor=x2, Degradation=bicubic2017.12 | 36.62 | 95.3 | — | — | — | — | — | — | — | |
| SRCNNscale=x22019.10 | 36.55 | 95.42 | — | — | — | — | — | — | 3.37 | |
| MZSR + PredictorScale=x2, Kernel Width=0, Time=90ms2021.04 | 35.96 | — | — | — | — | — | — | — | — | |
| RCANScale=x2, Kernel Width=0.6, Time=170ms2021.04 | 35.91 | — | — | — | — | — | — | — | — | |
| MZSR + PredictorScale=x2, Kernel Width=0.6, Time=90ms2021.04 | 35.66 | — | — | — | — | — | — | — | — | |
| SRResNet-GradResidualScaling=sample-based2026.02 | 35.57 | — | — | — | — | — | — | — | — | |
| RC-Net with BNscale=x22019.10 | 35.48 | 95.15 | — | — | — | — | — | — | 0.68 | |
| DASRScale=x2, Kernel Width=1.8, Time=71ms2021.04 | 35.43 | — | — | — | — | — | — | — | — | |
| MZSR + PredictorScale=x2, Kernel Width=1.2, Time=90ms2021.04 | 35.22 | — | — | — | — | — | — | — | — | |
| SRMDNF + PredictorScale=x2, Kernel Width=0, Time=9ms2021.04 | 34.94 | — | — | — | — | — | — | — | — | |
| SRMDNF + PredictorScale=x2, Kernel Width=0.6, Time=9ms2021.04 | 34.77 | — | — | — | — | — | — | — | — | |
| RCANScale=x3, Kernel Width=0, Time=167ms2021.04 | 34.74 | — | — | — | — | — | — | — | — | |
| DUKDScale=x3, Backbone=RCAN2023.09 | 34.74 | 92.96 | — | — | — | — | — | — | — | |
| RKDScale=x3, Backbone=RCAN2023.09 | 34.67 | 92.92 | — | — | — | — | — | — | — | |
| FAKD*Scale=x3, Backbone=RCAN2023.09 | 34.63 | 92.9 | — | — | — | — | — | — | — | |
| ScratchScale=x3, Backbone=RCAN2023.09 | 34.61 | 92.88 | — | — | — | — | — | — | — | |
| KDScale=x3, Backbone=RCAN2023.09 | 34.61 | 92.91 | — | — | — | — | — | — | — | |
| ATScale=x3, Backbone=RCAN2023.09 | 34.55 | 92.87 | — | — | — | — | — | — | — | |
| SRResNetScaling=sample-based2026.02 | 34.28 | — | — | — | — | — | — | — | — | |
| FitNetScale=x3, Backbone=RCAN2023.09 | 34.21 | 92.48 | — | — | — | — | — | — | — | |
| SRMDNF + PredictorScale=x2, Kernel Width=1.2, Time=9ms2021.04 | 34.13 | — | — | — | — | — | — | — | — | |
| SRMDNFScale Factor=x3, Degradation=bicubic2017.12 | 34.12 | 92.5 | — | — | — | — | — | — | — | |
| DASRScale=x3, Kernel Width=0, Time=70ms2021.04 | 34.11 | — | — | — | — | — | — | — | — | |
| DASRScale=x3, Kernel Width=0.8, Time=70ms2021.04 | 34.08 | — | — | — | — | — | — | — | — | |
| DRRNScale=x32018.05 | 34.03 | 92.4 | 5.397 | — | — | — | — | — | — | |
| DRRNScale Factor=x3, Degradation=bicubic2017.12 | 33.93 | 92.3 | — | — | — | — | — | — | — | |
| DSRNScale=x32018.05 | 33.88 | 92.2 | 5.221 | — | — | — | — | — | — | |
| SRMDScale Factor=x3, Degradation=bicubic2017.12 | 33.86 | 92.3 | — | — | — | — | — | — | — | |
| DRCNScale=x32018.05 | 33.82 | 92.2 | 5.202 | — | — | — | — | — | — | |
| LapSRNScale Factor=x3, Degradation=bicubic2017.12 | 33.82 | 92.2 | — | — | — | — | — | — | — | |
| SRMDNF + PredictorScale=x2, Kernel Width=1.8, Time=9ms2021.04 | 33.8 | — | — | — | — | — | — | — | — | |
| LapSRNScale=x32018.05 | 33.78 | 92.1 | 5.194 | — | — | — | — | — | — | |
| VDSRScale Factor=x3, Degradation=bicubic2017.12 | 33.67 | 92.2 | — | — | — | — | — | — | — | |
| VDSRScale=x32018.05 | 33.66 | 92.1 | 5.088 | — | — | — | — | — | — | |
| BicubicScale=x2, Kernel Width=02021.04 | 33.66 | — | — | — | — | — | — | — | — | |
| BicubicScale Factor=x2, Degradation=bicubic2017.12 | 33.64 | 92.9 | — | — | — | — | — | — | — | |
| DASRScale=x3, Kernel Width=1.6, Time=70ms2021.04 | 33.57 | — | — | — | — | — | — | — | — | |
| VDSRscale=x32019.10 | 33.54 | 92.07 | — | — | — | — | — | — | 0.14 | |
| RC-Net without BNscale=x32019.10 | 33.43 | 91.91 | — | — | — | — | — | — | 0.44 | |
| FSRCNNScale=x32018.05 | 33.15 | 91.3 | 4.971 | — | — | — | — | — | — | |
| RCANScale=x3, Kernel Width=0.8, Time=167ms2021.04 | 32.9 | — | — | — | — | — | — | — | — | |
| SRCNNScale=x32018.05 | 32.76 | 90.8 | 4.682 | — | — | — | — | — | — | |
| SRCNNScale Factor=x3, Degradation=bicubic2017.12 | 32.74 | 90.8 | — | — | — | — | — | — | — | |
| SRCNNscale=x32019.10 | 32.67 | 90.86 | — | — | — | — | — | — | 3.35 | |
| SelfExSRScale=x32018.05 | 32.63 | 90.8 | 4.911 | — | — | — | — | — | — | |
| SRMDNF + PredictorScale=x3, Kernel Width=0.8, Time=6ms2021.04 | 32.63 | — | — | — | — | — | — | — | — | |
| RCANScale=x4, Kernel Width=0, Time=165ms2021.04 | 32.63 | — | — | — | — | — | — | — | — | |
| A+Scale=x32018.05 | 32.6 | 90.8 | 4.979 | — | — | — | — | — | — | |
| SCNScale=x32018.05 | 32.6 | 90.7 | 4.321 | — | — | — | — | — | — | |
| DUKDScale=x4, Backbone=RCAN2023.09 | 32.56 | 89.9 | — | — | — | — | — | — | — |