Image Super-Resolution on Set14 (PSNR, SSIM, IFC)
34.43PSNRDRLN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRLN+Scale=2x2019.06 | 34.43 | 0.9247 | — | |
| DRLNScale=2x2019.06 | 34.28 | 0.9231 | — | |
| RCAN+Scale=x22018.07 | 34.23 | 0.9225 | — | |
| RCANScale=x22018.07 | 34.12 | 0.9216 | — | |
| RDN+Scale=x2, Self-ensemble=true2018.02 | 34.1 | 0.9218 | — | |
| EDSR+Scale=x2, Self-ensemble=true2017.07 | 34.02 | 0.9204 | — | |
| RDNScale=x22018.07 | 34.01 | 0.9212 | — | |
| RDNScale=x2, Self-ensemble=false2018.02 | 34.01 | 0.9212 | — | |
| EDSRScale=x22018.07 | 33.92 | 0.9195 | — | |
| EDSRScale=x2, Self-ensemble=false2017.07 | 33.92 | 0.9195 | — | |
| MDSR+Scale=x2, Self-ensemble=true2017.07 | 33.92 | 0.9203 | — | |
| EDSRScale=2x2018.03 | 33.92 | 0.919 | — | |
| MAMNetScale=x22018.11 | 33.9 | 0.9199 | — | |
| D-DBPNScale=x22018.07 | 33.85 | 0.919 | — | |
| MDSRScale=x2, Self-ensemble=false2017.07 | 33.85 | 0.9198 | — | |
| D-DBPNScale=2x2018.03 | 33.85 | 0.919 | — | |
| MDSRScale=x22018.02 | 33.85 | 0.9198 | — | |
| D-DBPNScale=x22018.11 | 33.79 | 0.9193 | — | |
| MSRNScale=x22018.11 | 33.62 | 0.9177 | — | |
| CARNScale=x22018.11 | 33.52 | 0.9166 | — | |
| SRMDNFScale=x22018.07 | 33.32 | 0.9159 | — | |
| SRMDNFScale=x22018.11 | 33.32 | 0.9159 | — | |
| IDNScale=x22018.11 | 33.3 | 0.9148 | — | |
| MemNetScale=x22018.07 | 33.28 | 0.9142 | — | |
| MemNetScale=x22018.02 | 33.28 | 0.9142 | — | |
| DRRNScale=2x2018.03 | 33.23 | 0.913 | — | |
| DRRNScale=x22018.02 | 33.23 | 0.9136 | — | |
| DRRNScale=x22018.11 | 33.23 | 0.9136 | — | |
| MemNetScale=x22018.11 | 33.23 | 0.9142 | — | |
| DSRNScale=x22018.11 | 33.15 | 0.913 | — | |
| LapSRNScale=x22018.07 | 33.08 | 0.913 | — | |
| LapSRN (ours 2x)Scale=2x2017.04 | 33.08 | 0.913 | 8.505 | |
| LapSRNScale=2x2018.03 | 33.08 | 0.913 | — | |
| LapSRNScale=x22018.02 | 33.08 | 0.913 | — | |
| LapSRNScale=x22018.11 | 33.08 | 0.913 | — | |
| VDSRScale=x22018.07 | 33.05 | 0.913 | — | |
| VDSRScale=x2, Self-ensemble=false2017.07 | 33.03 | 0.9124 | — | |
| VDSRScale=x22018.11 | 33.03 | 0.9124 | — | |
| DRCNScale=2x2017.04 | 32.98 | 0.913 | 8.025 | |
| DRCNScale=2x2018.03 | 32.98 | 0.913 | — | |
| VDSRScale=2x2017.04 | 32.97 | 0.913 | 7.878 | |
| VDSRScale=2x2018.03 | 32.97 | 0.913 | — | |
| LapSRN (ours 8x)Scale=2x2017.04 | 32.96 | 0.91 | 8.14 | |
| RED30Scaling factor=x22016.06 | 32.94 | 0.9144 | — | |
| RED30s=22016.03 | 32.94 | 0.9144 | — | |
| MSSRNetScale=x22017.07 | 32.89 | 0.9117 | — | |
| RED20Scaling factor=x22016.06 | 32.87 | 0.9138 | — | |
| RED20s=22016.03 | 32.87 | 0.9138 | — | |
| RED10Scaling factor=x22016.06 | 32.77 | 0.9125 | — | |
| RED10s=22016.03 | 32.77 | 0.9125 | — | |
| FSRCNNScale=2x2017.04 | 32.73 | 0.909 | 7.843 | |
| FSRCNNScale=2x2018.03 | 32.73 | 0.909 | — | |
| CSCNScaling factor=x22016.06 | 32.71 | 0.9095 | — | |
| CSCNs=22016.03 | 32.71 | 0.9095 | — | |
| FSRCNNScale=x22018.07 | 32.66 | 0.909 | — | |
| FSRCNNScale=x22017.07 | 32.63 | 0.9088 | — | |
| ARFL+Scaling factor=x22016.06 | 32.52 | 0.9074 | — | |
| ARFL+s=22016.03 | 32.52 | 0.9074 | — | |
| SRFupscaling factor=22016.08 | 32.51 | 0.9074 | 8.22 | |
| SRFScale=x22017.07 | 32.51 | 0.9074 | — | |
| SCNScale=x22017.07 | 32.48 | 0.9067 | — | |
| SRCNNScale=x22018.07 | 32.45 | 0.9067 | — | |
| SRCNNScaling factor=x22016.06 | 32.45 | 0.9067 | — | |
| NBSRFScaling factor=x22016.06 | 32.45 | 0.9071 | — | |
| SRCNNs=22016.03 | 32.45 | 0.9067 | — | |
| NBSRFs=22016.03 | 32.45 | 0.9071 | — | |
| SRCNNScale=x22018.02 | 32.45 | 0.9067 | — | |
| SRCNNScale=2x2019.06 | 32.45 | 0.9067 | — | |
| SelfExSRScale=2x2017.04 | 32.44 | 0.906 | 8.014 | |
| SRCNNScale=x2, Self-ensemble=false2017.07 | 32.42 | 0.9063 | — | |
| SCNScale=2x2017.04 | 32.42 | 0.904 | 7.085 | |
| A+Scale=2x2017.04 | 32.4 | 0.906 | 8.201 | |
| A+Scale=2x2018.03 | 32.4 | 0.906 | — | |
| RFLScale=2x2017.04 | 32.36 | 0.905 | 7.684 | |
| CSCScaling factor=x22016.06 | 32.31 | 0.907 | — | |
| CSCs=22016.03 | 32.31 | 0.907 | — | |
| SRCNNScale=2x2017.04 | 32.29 | 0.903 | 7.829 | |
| SRCNNScale=2x2018.03 | 32.29 | 0.903 | — | |
| A+upscaling factor=22016.08 | 32.28 | 0.9056 | 8.11 | |
| A+Scale=x22017.07 | 32.28 | 0.9056 | — | |
| A+Scale=x2, Self-ensemble=false2017.07 | 32.28 | 0.9056 | — | |
| TSEScaling factor=x22016.06 | 32.23 | 0.9036 | — | |
| TSEs=22016.03 | 32.23 | 0.9036 | — | |
| SRCNNScale=x22017.07 | 32.18 | 0.9039 | — | |
| KKupscaling factor=22016.08 | 32.11 | 0.9026 | 6.83 | |
| ANRupscaling factor=22016.08 | 31.8 | 0.9004 | 7.81 | |
| DRLN+Scale=3x2019.06 | 30.8 | 0.8498 | — | |
| RCAN+Scale=x32018.07 | 30.76 | 0.8494 | — | |
| DRLNScale=3x2019.06 | 30.73 | 0.8488 | — | |
| RDN+Scale=x3, Self-ensemble=true2018.02 | 30.67 | 0.8482 | — | |
| EDSR+Scale=x3, Self-ensemble=true2017.07 | 30.66 | 0.8481 | — | |
| RCANScale=x32018.07 | 30.65 | 0.8482 | — | |
| RDNScale=x32018.07 | 30.57 | 0.8468 | — | |
| RDNScale=x3, Self-ensemble=false2018.02 | 30.57 | 0.8468 | — | |
| MAMNetScale=x32018.11 | 30.54 | 0.8459 | — | |
| MDSR+Scale=x3, Self-ensemble=true2017.07 | 30.53 | 0.8465 | — | |
| EDSRScale=x32018.07 | 30.52 | 0.8462 | — | |
| EDSRScale=x3, Self-ensemble=false2017.07 | 30.52 | 0.8462 | — | |
| MDSRScale=x3, Self-ensemble=false2017.07 | 30.44 | 0.8452 | — | |
| MDSRScale=x32018.02 | 30.44 | 0.8452 | — |