Video Super-Resolution on DAVIS-10
41.38PSNRSOF-VSR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SOF-VSRScale=x2, Frames=3, Params.=0.9M, FLOPs=342.8G2020.01 | 41.38 | 0.983 | 0.92 | 0.09 | — | |
| CARNScale=x2, Frames=1, Params.=1.6M, FLOPs=222.8G2020.01 | 40.99 | 0.981 | 0.85 | 0.11 | — | |
| DRCNScale=x2, Frames=1, Params.=1.8M, FLOPs=9,788.7G2020.01 | 40.62 | 0.979 | 1.09 | 0.13 | — | |
| LapSRNScale=x2, Frames=1, Params.=0.8M, FLOPs=29.9G2020.01 | 40.3 | 0.978 | 1.05 | 0.12 | — | |
| VSRnetScale=x2, Frames=5, Params.=266K, FLOPs=242.7G2020.01 | 39 | 0.972 | 1.31 | 0.2 | — | |
| SOF-VSRScale=x3, Frames=3, Params.=1.1M, FLOPs=205.0G2020.01 | 36.8 | 0.955 | 4.36 | 0.68 | — | |
| CARNScale=x3, Frames=1, Params.=1.6M, FLOPs=118.8G2020.01 | 36.7 | 0.952 | 4.44 | 0.79 | — | |
| BicubicScale=x2, Frames=12020.01 | 36.43 | 0.958 | 4.63 | 0.7 | — | |
| DRCNScale=x3, Frames=1, Params.=1.8M, FLOPs=9,788.7G2020.01 | 36.08 | 0.947 | 5.26 | 0.92 | — | |
| VSRnetScale=x3, Frames=5, Params.=266K, FLOPs=242.7G2020.01 | 34.94 | 0.936 | 6.11 | 1.2 | — | |
| SOF-VSRDegradation Model=BI, Scale=x42018.09 | 34.32 | 0.925 | 11.77 | 1.96 | 0.119 | |
| SOF-VSRScale=x4, Frames=3, Params.=1.5M, FLOPs=105.2G2020.01 | 34.32 | 0.925 | 11.77 | 1.96 | — | |
| SOF-VSRScale=x4, Frames=3, Params.=1.0M, FLOPs=112.5G2020.01 | 34.28 | 0.926 | 11.72 | 1.94 | — | |
| SOF-VSR-BDScale=x4, Frames=3, Params.=1.0M, FLOPs=112.5G2020.01 | 34.28 | 0.927 | 10.91 | 1.87 | — | |
| SOF-VSR-BDDegradation Model=BD, Scale=x42018.09 | 34.27 | 0.925 | 10.93 | 1.9 | 0.127 | |
| SOF-VSR-BDScale=x4, Frames=3, Params.=1.5M, FLOPs=105.2G2020.01 | 34.27 | 0.925 | 10.93 | 1.9 | — | |
| CARNScale=x4, Frames=1, Params.=1.6M, FLOPs=90.9G2020.01 | 34.12 | 0.921 | 11.41 | 2.05 | — | |
| IDNnetDegradation Model=BI, Scale=x42018.09 | 33.74 | 0.915 | 12.16 | 2.19 | 0.146 | |
| LapSRNScale=x4, Frames=1, Params.=0.8M, FLOPs=149.4G2020.01 | 33.54 | 0.911 | 12.83 | 2.43 | — | |
| DRCNScale=x4, Frames=1, Params.=1.8M, FLOPs=9,788.7G2020.01 | 33.49 | 0.911 | 13.51 | 2.48 | — | |
| DRVSRDegradation Model=BD, Scale=x42018.09 | 33.02 | 0.911 | 14.06 | 3.15 | 0.142 | |
| SPMCScale=x4, Frames=3, Params.=1.7M, FLOPs=160.8G2020.01 | 33.02 | 0.911 | 14.06 | 1.96 | — | |
| BicubicScale=x3, Frames=12020.01 | 32.94 | 0.912 | 13.55 | 2.63 | — | |
| VSRnetDegradation Model=BI, Scale=x42018.09 | 32.63 | 0.897 | 14.6 | 2.85 | 0.163 | |
| VSRnetScale=x4, Frames=5, Params.=266K, FLOPs=242.7G2020.01 | 32.63 | 0.897 | 14.63 | 2.85 | — | |
| BicubicScale=x4, Frames=12020.01 | 30.97 | 0.87 | 22.73 | 4.75 | — |