4x Super-Resolution on DIV2K (val)
30.15PSNRDSRNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DSRNetScale=x42023.10 | 30.15 | — | — | — | — | — | |
| EDSR+Scale=x42023.10 | 29.38 | — | — | — | — | — | |
| MDSR+Scale=x42023.10 | 29.36 | — | — | — | — | — | |
| MDSRScale=x42023.10 | 29.26 | — | — | — | — | — | |
| EDSRScale=x42023.10 | 29.25 | — | — | — | — | — | |
| FxSR-PDParams=18.3M, Condition Parameter (t)=0.02022.01 | 29.24 | 0.8383 | 53.3 | 0.239 | 0.1169 | 4.11 | |
| SRResNetScale=x4, Loss Function=L2 loss2023.10 | 28.92 | — | — | — | — | — | |
| SRResNetScale=x4, Loss Function=L1 loss2023.10 | 28.92 | — | — | — | — | — | |
| VDSRScale=x42023.10 | 28.17 | — | — | — | — | — | |
| RRDB-LINF-LPCategory=Flow-based Generative SR Method, Backbone=RRDB, Upsampling scale=4x2024.03 | 28 | 0.78 | 47.3 | 0.105 | — | — | |
| SRCNNScale=x42023.10 | 27.78 | — | — | — | — | — | |
| A+Scale=x42023.10 | 27.7 | — | — | — | — | — | |
| SROOECategory=Generative SR Method, Upsampling scale=4x2024.03 | 27.69 | 0.79 | 50.8 | 0.096 | — | — | |
| EDSR-baseline-LINF-LPCategory=Flow-based Generative SR Method, Backbone=EDSR-baseline, Upsampling scale=4x2024.03 | 27.64 | 0.78 | 46.96 | 0.119 | — | — | |
| FxSR-PDParams=18.3M, Condition Parameter (t)=0.82022.01 | 27.51 | 0.789 | 50.54 | 0.1028 | 0.0513 | 2.81 | |
| SRFlow-LPCategory=Flow-based Generative SR Method, Upsampling scale=4x2024.03 | 27.51 | 0.78 | 51.51 | 0.109 | — | — | |
| SRDiffCategory=Generative SR Method, Upsampling scale=4x2024.03 | 27.41 | 0.79 | 55.21 | 0.136 | — | — | |
| RRDB-LINFCategory=Flow-based Generative SR Method, Sampling temperature (T)=0.8, Backbone=RRDB, Upsampling scale=4x2024.03 | 27.33 | 0.77 | 43.64 | 0.112 | — | — | |
| SRFlowCategory=Flow-based Generative SR Method, Sampling temperature (T)=0.9, Upsampling scale=4x2024.03 | 27.09 | 0.76 | 49.96 | 0.121 | — | — | |
| EDSR-baseline-LINFCategory=Flow-based Generative SR Method, Sampling temperature (T)=0.8, Backbone=EDSR-baseline, Upsampling scale=4x2024.03 | 27.02 | 0.76 | 43.19 | 0.13 | — | — | |
| BicubicScale=x42023.10 | 26.66 | — | — | — | — | — | |
| HCFlow++Category=Flow-based Generative SR Method, Sampling temperature (T)=0.9, Upsampling scale=4x2024.03 | 26.61 | 0.74 | 50.07 | 0.11 | — | — | |
| RankSRGANCategory=Generative SR Method, Upsampling scale=4x2024.03 | 26.55 | 0.75 | 42.33 | 0.128 | — | — | |
| ESRGANCategory=Generative SR Method, Upsampling scale=4x2024.03 | 26.22 | 0.75 | 39.03 | 0.124 | — | — |