Video Super-Resolution on Vid4 Scale x4 (test)
28.27PSNR (City)DUF
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DUFNumber of frames=7 Frames, Scaling factor=4x2019.05 | 28.27 | — | — | — | — | 30.6 | 24.04 | 26.41 | 0.8313 | 0.9141 | 0.811 | 0.7709 | 27.33 | 0.8318 | 25.79 | 0.8136 | |
| EDVRNumber of frames=7 Frames, Scaling factor=4x2019.05 | 28 | — | — | — | — | 31.02 | 24.05 | 26.34 | 0.8122 | 0.9152 | 0.8147 | 0.7635 | 27.35 | 0.8264 | 25.83 | 0.8077 | |
| RBPNNumber of frames=7 Frames, Scaling factor=4x2019.05 | 27.73 | — | — | — | — | 30.7 | 23.99 | 26.22 | 0.803 | 0.909 | 0.807 | 0.757 | 27.12 | 0.818 | — | — | |
| SPMCNumber of frames=3 Frames, Scaling factor=4x2019.05 | 27 | — | — | — | — | 28.91 | 22.16 | 25.43 | 0.7573 | 0.8761 | 0.7465 | 0.7208 | 25.88 | 0.7752 | 24.39 | 0.7534 | |
| TDANUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 26.99 | 26.24 | 0.78 | — | — | 29.5 | 22.98 | 25.51 | 0.757 | 0.89 | 0.756 | 0.717 | — | — | — | — | |
| TOFlowNumber of frames=7 Frames, Scaling factor=4x2019.05 | 26.78 | — | — | — | — | 29.05 | 22.47 | 25.27 | 0.7403 | 0.879 | 0.7318 | 0.7092 | 25.89 | 0.7651 | 24.41 | 0.7428 | |
| Liu et al.Upscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 26.5 | 25.52 | 0.748 | — | — | 28.35 | 22.13 | 25.09 | 0.723 | 0.863 | 0.707 | 0.701 | — | — | — | — | |
| VESCPNUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 26.17 | 25.34 | 0.73 | — | — | 28.31 | 21.98 | 24.91 | 0.696 | 0.861 | 0.691 | 0.673 | — | — | — | — | |
| RCANNumber of frames=1 Frame, Scaling factor=4x2019.05 | 26.1 | — | — | — | — | 28.65 | 22.33 | 24.74 | 0.696 | 0.8719 | 0.7254 | 0.6647 | 25.46 | 0.7395 | 24.02 | 0.7192 | |
| RCANUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 26.06 | 25.45 | 0.738 | — | — | 28.64 | 22.33 | 24.77 | 0.694 | 0.873 | 0.723 | 0.664 | — | — | — | — | |
| RDNUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 26.04 | 25.43 | 0.736 | — | — | 28.61 | 22.32 | 24.76 | 0.688 | 0.872 | 0.721 | 0.663 | — | — | — | — | |
| ESPCNUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 25.82 | 25.06 | 0.715 | — | — | 28.05 | 21.76 | 24.58 | 0.67 | 0.859 | 0.679 | 0.652 | — | — | — | — | |
| DBPNUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 25.8 | 25.37 | 0.732 | — | — | 28.64 | 22.29 | 24.73 | 0.682 | 0.872 | 0.715 | 0.661 | — | — | — | — | |
| VSRnetUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 25.62 | 24.73 | 0.697 | — | — | 27.54 | 21.34 | 24.41 | 0.654 | 0.844 | 0.644 | 0.645 | — | — | — | — | |
| BicubicNumber of frames=1 Frame, Scaling factor=4x2019.05 | 25.16 | — | — | — | — | 26.1 | 20.39 | 23.47 | 0.6028 | 0.7974 | 0.572 | 0.5666 | 23.78 | 0.6347 | 22.37 | 0.6098 | |
| BicubicUpscale factor=4, Degradation configuration=BI, Evaluation frame range protocol=First and last two frames omitted2018.12 | 25.13 | 23.81 | 0.634 | — | — | 26.06 | 20.54 | 23.5 | 0.601 | 0.798 | 0.571 | 0.566 | — | — | — | — | |
| BicubicScale=42016.11 | — | 23.82 | 0.6548 | 9,310 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ESPCNScale=42016.11 | — | 25.06 | 0.7394 | 6,540 | 6.08 | — | — | — | — | — | — | — | — | — | — | — | |
| FRVSRNumber of frames=recurrent, Scaling factor=4x2019.05 | — | — | — | — | — | — | — | — | — | — | — | — | 26.69 | 0.822 | — | — | |
| SRCNNScale=42016.11 | — | 24.68 | 0.7158 | 6,900 | 233.11 | — | — | — | — | — | — | — | — | — | — | — | |
| VESPCNNumber of frames=3 Frames, Scaling factor=4x2019.05 | — | — | — | — | — | — | — | — | — | — | — | — | 25.35 | 0.7557 | — | — | |
| VESPCN (5L-E3)Scale=4, model_variant=5L-E32016.11 | — | 25.12 | 0.7422 | 6,180 | 4.85 | — | — | — | — | — | — | — | — | — | — | — | |
| VESPCN (9L-E3-MC)Scale=4, model_variant=9L-E3-MC2016.11 | — | 25.35 | 0.7557 | 5,820 | 14 | — | — | — | — | — | — | — | — | — | — | — | |
| VSRnetScale=4, note=does not include operations needed for motion compensation2016.11 | — | 24.43 | 0.7372 | 6,820 | 1,108.73 | — | — | — | — | — | — | — | — | — | — | — |