4x Video Super-Resolution on Vimeo-90K T (test)
38.27PSNRPSRT-recurrent
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PSRT-recurrentFrames REDS/Vimeo=16/14, Params (M)=13.42022.07 | 38.27 | 95.36 | |
| PSRT-recurrentPropagation=Second Order, Frames REDS/Vimeo=16/14, Params (M)=13.42023.04 | 38.27 | 95.36 | |
| PSRT-recurrentFrames=14, FLOPs=0.2972024.01 | 38.27 | 95.36 | |
| MIA-VSRFrames=14, FLOPs=0.2042024.01 | 38.22 | 95.32 | |
| VRTFrames REDS/Vimeo=16/7, Params (M)=35.62022.07 | 38.2 | 95.3 | |
| VRTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=35.62023.04 | 38.2 | 95.3 | |
| VRTFrames=7, FLOPs=0.1702024.01 | 38.2 | 95.3 | |
| RVRTPropagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=10.82023.04 | 38.15 | 95.27 | |
| RVRTFrames=14, FLOPs=0.2752024.01 | 38.15 | 95.27 | |
| IA-RTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=13.42023.04 | 38.14 | 95.28 | |
| BasicVSR++Frames REDS/Vimeo=30/14, Params (M)=7.32022.07 | 37.79 | 95 | |
| BasicVSR++Propagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=7.32023.04 | 37.79 | 95 | |
| BasicVSR++Frames=14, FLOPs=0.0492024.01 | 37.79 | 95 | |
| VSR-TFrames REDS/Vimeo=5/7, Params (M)=32.62022.07 | 37.71 | 94.94 | |
| VSR-TFrames=72024.01 | 37.71 | 94.94 | |
| EDVRFrames REDS/Vimeo=5/7, Params (M)=20.62022.07 | 37.61 | 94.89 | |
| EDVRPropagation=First Order, Frames REDS/Vimeo=5/7, Params (M)=20.62023.04 | 37.61 | 94.89 | |
| EDVRFrames=7, FLOPs=0.3672024.01 | 37.61 | 94.89 | |
| IconVSRFrames REDS/Vimeo=15/14, Params (M)=8.72022.07 | 37.47 | 94.76 | |
| IconVSRFrames=14, FLOPs=0.0632024.01 | 37.47 | 94.76 | |
| IA-CNNPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=8.52023.04 | 37.34 | 94.63 | |
| MuCANPropagation=First Order, Frames REDS/Vimeo=5/72023.04 | 37.32 | 94.65 | |
| MuCANFrames=7, FLOPs=0.1352024.01 | 37.32 | 94.65 | |
| BasicVSRFrames REDS/Vimeo=15/14, Params (M)=6.32022.07 | 37.18 | 94.5 | |
| BasicVSRPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=6.32023.04 | 37.18 | 94.5 | |
| BasicVSRFrames=14, FLOPs=0.0412024.01 | 37.18 | 94.5 | |
| TOFlowPropagation=First Order, Frames REDS/Vimeo=5/72023.04 | 33.08 | 90.54 | |
| TOFlowFrames=72024.01 | 33.08 | 90.54 |