Video Super-Resolution on Vid4 CRF 25 (Scene-wise PSNR/SSIM)
22.81PSNR (Y) - CalendarCOMISR
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COMISRFLOPs=0.06T, #Param.=2.63M, Upscaling Factor=4x2021.05 | 22.81 | 24.97 | 0.701 | 23.21 | 0.686 | 0.695 | 20.39 | 0.667 | 25.94 | 0.64 | 24.3 | 0.633 | 24.66 | 0.656 | 22.88 | 0.638 | 26.95 | 0.799 | 25.21 | 0.788 | |
| RSDNFLOPs=0.12T, #Param.=6.19M, Upscaling Factor=4x2021.05 | 21.72 | 24.06 | 0.65 | 22.36 | 0.61 | 0.65 | 19.89 | 0.599 | 25.28 | 0.615 | 23.68 | 0.575 | 23.69 | 0.591 | 21.94 | 0.554 | 25.57 | 0.747 | 23.91 | 0.711 | |
| EDVRFLOPs=0.93T, #Param.=20.6M, Upscaling Factor=4x2021.05 | 21.69 | 24.45 | 0.667 | 22.73 | 0.627 | 0.648 | 19.87 | 0.599 | 25.51 | 0.626 | 23.9 | 0.586 | 24.01 | 0.606 | 22.27 | 0.57 | 26.72 | 0.786 | 24.89 | 0.754 | |
| MuCANUpscaling Factor=4x2021.05 | 21.6 | 24.34 | 0.661 | 22.63 | 0.623 | 0.643 | 19.81 | 0.597 | 25.38 | 0.62 | 23.78 | 0.581 | 23.93 | 0.599 | 22.2 | 0.564 | 26.43 | 0.782 | 24.72 | 0.75 | |
| FRVSRFLOPs=0.05T, #Param.=2.53M, Upscaling Factor=4x2021.05 | 21.55 | 24.33 | 0.655 | 22.59 | 0.64 | 0.631 | 19.75 | 0.606 | 25.4 | 0.575 | 23.79 | 0.572 | 24.11 | 0.625 | 22.97 | 0.603 | 26.21 | 0.764 | 24.89 | 0.754 | |
| TecoGanFLOPs=0.14T, #Param.=5.05M, Upscaling Factor=4x2021.05 | 21.34 | 23.94 | 0.639 | 22.22 | 0.624 | 0.624 | 19.55 | 0.601 | 25.26 | 0.561 | 23.65 | 0.559 | 23.5 | 0.592 | 21.73 | 0.573 | 25.73 | 0.756 | 24.4 | 0.743 | |
| DUFFLOPs=0.62T, #Param.=5.82M, Upscaling Factor=4x2021.05 | 21.16 | 23.06 | 0.66 | 21.41 | 0.621 | 0.634 | 19.4 | 0.588 | 23.78 | 0.632 | 22.25 | 0.594 | 22.66 | 0.737 | 21.3 | 0.567 | 24.33 | 0.771 | 22.66 | 0.737 |