Single Image Super-Resolution on Set5 (test)
38.23PSNRCRAFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CRAFTScale=x2, #Params=737K2023.08 | 38.23 | 96.15 | — | — | |
| ELAN-lightScale=x2, #Params=582K2023.08 | 38.17 | 96.11 | — | — | |
| SwinIR-lightScale=x2, #Params=878K2023.08 | 38.14 | 96.11 | — | — | |
| HPUN-LScale=x2, #Params=714K2023.08 | 38.09 | 96.08 | — | — | |
| LatticeNetScale=x2, #Params=756K2023.08 | 38.06 | 96.07 | — | — | |
| ESRTScale=x2, #Params=777K2023.08 | 38.03 | 96 | — | — | |
| LAPAR-AScale=x2, #Params=548k2023.08 | 38.01 | 96.05 | — | — | |
| IMDNScale=x2, #Params=694K2023.08 | 38 | 96.05 | — | — | |
| EDSR-baselineScale=x2, #Params=1370K2023.08 | 37.99 | 96.04 | — | — | |
| CARNScale=x2, #Params=1592K2023.08 | 37.76 | 95.9 | — | — | |
| CSRNetScale=x32026.01 | 34.85 | 93.04 | — | — | |
| EDSRScale=x32026.01 | 34.76 | 92.97 | — | — | |
| CRAFTScale=x3, #Params=744K2023.08 | 34.71 | 92.95 | — | — | |
| RDNScale=x32026.01 | 34.71 | 92.96 | — | — | |
| SwinIR-lightScale=x3, #Params=886K2023.08 | 34.62 | 92.89 | — | — | |
| NSRScale=x32026.01 | 34.62 | 92.89 | — | — | |
| ELAN-lightScale=x3, #Params=590K2023.08 | 34.61 | 92.88 | — | — | |
| HPUN-LScale=x3, #Params=723K2023.08 | 34.56 | 92.81 | — | — | |
| LatticeNetScale=x3, #Params=765K2023.08 | 34.53 | 92.81 | — | — | |
| LBNetScale=x3, #Params=736K2023.08 | 34.47 | 92.77 | — | — | |
| ESRTScale=x3, #Params=770K2023.08 | 34.42 | 92.68 | — | — | |
| EDSR-baselineScale=x3, #Params=1555K2023.08 | 34.37 | 92.7 | — | — | |
| IMDNScale=x3, #Params=703K2023.08 | 34.36 | 92.7 | — | — | |
| LAPAR-AScale=x3, #Params=544k2023.08 | 34.36 | 92.67 | — | — | |
| HGSRCNNScale=x32026.01 | 34.35 | 92.6 | — | — | |
| CARNScale=x3, #Params=1592K2023.08 | 34.29 | 92.55 | — | — | |
| CARNScale=x32026.01 | 34.09 | 92.48 | — | — | |
| MemNetScale=x32026.01 | 34.09 | 92.48 | — | — | |
| DRRNScale=x32026.01 | 34.03 | 92.44 | — | — | |
| LapSRNScale=x32026.01 | 33.82 | 92.27 | — | — | |
| DRCNScale=x32026.01 | 33.82 | 92.26 | — | — | |
| VDSRScale=x32026.01 | 33.67 | 92.1 | — | — | |
| FSRCNNScale=x32026.01 | 33.18 | 91.4 | — | — | |
| SRCNNScale=x32026.01 | 32.75 | 90.9 | — | — | |
| A+Scale=x32026.01 | 32.58 | 90.88 | — | — | |
| CRAFTScale=x4, #Params=753K2023.08 | 32.52 | 89.89 | — | — | |
| SwinIR-lightScale=x4, #Params=897K2023.08 | 32.44 | 89.76 | — | — | |
| ELAN-lightScale=x4, #Params=601K2023.08 | 32.43 | 89.75 | — | — | |
| HPUN-LScale=x4, #Params=734K2023.08 | 32.31 | 89.62 | — | — | |
| LBNetScale=x4, #Params=742K2023.08 | 32.29 | 89.6 | — | — | |
| IMDNScale=x4, #Params=715K2023.08 | 32.21 | 89.48 | — | — | |
| ESRTScale=x4, #Params=751K2023.08 | 32.19 | 89.47 | — | — | |
| LatticeNetScale=x4, #Params=777K2023.08 | 32.18 | 89.43 | — | — | |
| LAPAR-AScale=x4, #Params=659k2023.08 | 32.15 | 89.44 | — | — | |
| CARNScale=x4, #Params=1592K2023.08 | 32.13 | 89.37 | — | — | |
| EDSR-baselineScale=x4, #Params=1518K2023.08 | 32.09 | 89.38 | — | — | |
| BicubicScale=x32026.01 | 30.39 | 86.82 | — | — | |
| PadéNetNumber of Parameters=≈ 445K, Scale=x42026.01 | 29.96 | 87.92 | 0.1797 | 0.2163 | |
| PadéNet-IDNumber of Parameters=≈ 445K, Scale=x42026.01 | 29.96 | 87.93 | 0.1799 | 0.2171 | |
| DCN 1 × 1Number of Parameters=≈ 447K, Scale=x42026.01 | 29.9 | 87.81 | 0.1803 | 0.2171 | |
| DCN 3 × 3Number of Parameters=≈ 509K, Scale=x42026.01 | 29.87 | 87.79 | 0.1802 | 0.2174 | |
| SuperONNNumber of Parameters=≈ 440K, Scale=x42026.01 | 29.81 | 87.68 | 0.1808 | 0.219 | |
| SelfONNNumber of Parameters=≈ 440K, Scale=x42026.01 | 29.8 | 87.7 | 0.1804 | 0.2181 | |
| ResNetNumber of Parameters=≈ 440K, Scale=x42026.01 | 29.76 | 87.68 | 0.1815 | 0.219 | |
| PAU-NetNumber of Parameters=≈ 440K, Scale=x42026.01 | 29.73 | 87.58 | 0.1805 | 0.2167 |