4x Video Super-Resolution on REDS4 (test)
33.06PSNRLRTI-VSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LRTI-VSRTraining Length=16, Params(M)=12.9, FLOPs(T)=1.542025.05 | 33.06 | 0.9162 | |
| IARTTraining Length=16, Params(M)=13.4, FLOPs(T)=2.512025.05 | 32.9 | 0.9138 | |
| MIA-VSRTraining Length=16, Params(M)=16.5, FLOPs(T)=1.612025.05 | 32.78 | 0.9115 | |
| RVRTTraining Length=30, Params(M)=10.8, FLOPs(T)=2.212025.05 | 32.75 | 0.9113 | |
| PSRT-recurrentFrames REDS/Vimeo=16/14, Params (M)=13.42022.07 | 32.72 | 0.9106 | |
| PSRT-recurrentTraining Length=16, Params(M)=13.4, FLOPs(T)=2.392025.05 | 32.72 | 0.9106 | |
| BasicVSR++Frames REDS/Vimeo=30/14, Params (M)=7.32022.07 | 32.39 | 0.9069 | |
| BasicVSR++Training Length=30, Params(M)=7.3, FLOPs(T)=0.392025.05 | 32.39 | 0.9069 | |
| VRTFrames REDS/Vimeo=16/7, Params (M)=35.62022.07 | 32.19 | 0.9006 | |
| VRTTraining Length=16, Params(M)=35.6, FLOPs(T)=1.372025.05 | 32.19 | 0.9006 | |
| PSRT-recurrentFrames REDS/Vimeo=6/-, Params (M)=10.82022.07 | 31.88 | 0.8964 | |
| IconVSRFrames REDS/Vimeo=15/14, Params (M)=8.72022.07 | 31.67 | 0.8948 | |
| IconVSRTraining Length=15, Params(M)=8.7, FLOPs(T)=0.512025.05 | 31.67 | 0.8948 | |
| VRTFrames REDS/Vimeo=6/-, Params (M)=30.72022.07 | 31.6 | 0.8888 | |
| VRTTraining Length=6, Params(M)=35.6, FLOPs(T)=1.372025.05 | 31.6 | 0.8888 | |
| BasicVSRFrames REDS/Vimeo=15/14, Params (M)=6.32022.07 | 31.42 | 0.8909 | |
| BasicVSRTraining Length=15, Params(M)=6.3, FLOPs(T)=0.332025.05 | 31.42 | 0.8909 | |
| PSRT-slidingFrames REDS/Vimeo=5/-, Params (M)=14.82022.07 | 31.32 | 0.8834 | |
| VSR-TFrames REDS/Vimeo=5/7, Params (M)=32.62022.07 | 31.19 | 0.8815 | |
| VSR-TTraining Length=5, Params(M)=32.6, FLOPs(T)=1.602025.05 | 31.19 | 0.8815 | |
| EDVRFrames REDS/Vimeo=5/7, Params (M)=20.62022.07 | 31.09 | 0.88 | |
| EDVRTraining Length=5, Params(M)=20.6, FLOPs(T)=2.952025.05 | 31.09 | 0.88 | |
| MuCANTraining Length=52025.05 | 30.88 | 0.875 | |
| TOFlowTraining Length=52025.05 | 27.98 | 0.799 |