Video Super-Resolution on REDS4 (val)
32.83Average PSNRCFD-PSRT
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CFD-PSRTParams (M)=13.6, Runtime (ms)=8202024.04 | 32.83 | — | — | — | — | — | — | — | — | 0.914 | — | — | — | — | |
| RVRTParams (M)=10.8, Runtime (ms)=1832024.04 | 32.75 | — | — | — | — | — | — | — | — | 0.9113 | — | — | — | — | |
| PSRTParams (M)=13.4, Runtime (ms)=8122024.04 | 32.72 | — | — | — | — | — | — | — | — | 0.9106 | — | — | — | — | |
| CFD-BasicVSR++Params (M)=7.5, Runtime (ms)=872024.04 | 32.51 | — | — | — | — | — | — | — | — | 0.9083 | — | — | — | — | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772024.04 | 32.39 | — | — | — | — | — | — | — | — | 0.9069 | — | — | — | — | |
| VRTParams (M)=35.6, Runtime (ms)=5432024.04 | 32.19 | — | — | — | — | — | — | — | — | 0.9006 | — | — | — | — | |
| ETDMParams (M)=8.4, Runtime (ms)=702024.04 | 32.15 | — | — | — | — | — | — | — | — | 0.9024 | — | — | — | — | |
| TTVSRParams (M)=6.8, Runtime (ms)=1762024.04 | 32.12 | — | — | — | — | — | — | — | — | 0.9021 | — | — | — | — | |
| CFD-BasicVSRParams (M)=6.6, Runtime (ms)=722024.04 | 31.79 | — | — | — | — | — | — | — | — | 0.8953 | — | — | — | — | |
| IconVSRUpscaling factor=4x, Input frames=62024.03 | 31.67 | — | — | — | — | — | — | — | — | 0.8948 | 0.1939 | 0.0762 | 4.117 | 0.6162 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702024.04 | 31.67 | — | — | — | — | — | — | — | — | 0.8948 | — | — | — | — | |
| SATeCoUpscaling factor=4x, Input frames=62024.03 | 31.62 | — | — | — | — | — | — | — | — | 0.8932 | 0.1735 | 0.0607 | 4.104 | 0.6622 | |
| VRTUpscaling factor=4x, Input frames=62024.03 | 31.6 | — | — | — | — | — | — | — | — | 0.8888 | 0.2077 | 0.0823 | 4.252 | 0.6379 | |
| BasicVSRUpscaling factor=4x, Input frames=62024.03 | 31.42 | — | — | — | — | — | — | — | — | 0.8909 | 0.2023 | 0.0808 | 4.197 | 0.6353 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632024.04 | 31.42 | — | — | — | — | — | — | — | — | 0.8909 | — | — | — | — | |
| VSRTParams (M)=32.6, Runtime (ms)=3282024.04 | 31.19 | — | — | — | — | — | — | — | — | 0.8815 | — | — | — | — | |
| EDVRScale=4x, Evaluation Channel=RGB2019.05 | 31.09 | 28.01 | 0.825 | 32.17 | 0.8864 | 34.06 | 0.9206 | 30.09 | 0.8881 | 0.88 | — | — | — | — | |
| EDVRParams (M)=20.6, Runtime (ms)=3782024.04 | 31.09 | — | — | — | — | — | — | — | — | 0.88 | — | — | — | — | |
| EDVR2020.03 | 31.07 | — | — | — | — | — | — | — | — | 0.8802 | — | — | — | — | |
| MUCAN2024.04 | 30.88 | — | — | — | — | — | — | — | — | 0.875 | — | — | — | — | |
| EDVR-MUpscaling factor=4x, Input frames=62024.03 | 30.53 | — | — | — | — | — | — | — | — | 0.8699 | 0.2312 | 0.0943 | 4.544 | 0.6382 | |
| EDVR-M2020.03 | 30.51 | — | — | — | — | — | — | — | — | 0.8699 | — | — | — | — | |
| Deep Blind Video Super-resolution2020.03 | 30.51 | — | — | — | — | — | — | — | — | 0.8674 | — | — | — | — | |
| RBPNParams (M)=12.2, Runtime (ms)=15072024.04 | 30.09 | — | — | — | — | — | — | — | — | 0.859 | — | — | — | — | |
| RBPN2020.03 | 29.82 | — | — | — | — | — | — | — | — | 0.8537 | — | — | — | — | |
| PFNLParams (M)=3.0, Runtime (ms)=2952024.04 | 29.63 | — | — | — | — | — | — | — | — | 0.8502 | — | — | — | — | |
| RCANScale=4x, Evaluation Channel=RGB2019.05 | 28.78 | 26.17 | 0.7371 | 29.34 | 0.8255 | 31.85 | 0.8881 | 27.74 | 0.8293 | 0.82 | — | — | — | — | |
| RCAN2020.03 | 28.71 | — | — | — | — | — | — | — | — | 0.8184 | — | — | — | — | |
| DUFScale=4x, Evaluation Channel=RGB2019.05 | 28.63 | 27.3 | 0.7937 | 28.38 | 0.8056 | 31.55 | 0.8846 | 27.3 | 0.8164 | 0.8251 | — | — | — | — | |
| DUFParams (M)=5.8, Runtime (ms)=9742024.04 | 28.63 | — | — | — | — | — | — | — | — | 0.8251 | — | — | — | — | |
| DUF2020.03 | 28.6 | — | — | — | — | — | — | — | — | 0.8254 | — | — | — | — | |
| TOFlowScale=4x, Evaluation Channel=RGB2019.05 | 27.98 | 26.52 | 0.754 | 27.8 | 0.7858 | 30.67 | 0.8609 | 26.92 | 0.7953 | 0.799 | — | — | — | — | |
| TOFlowUpscaling factor=4x, Input frames=62024.03 | 27.98 | — | — | — | — | — | — | — | — | 0.799 | 0.3104 | 0.1468 | 6.26 | 0.6176 | |
| TOFlow2024.04 | 27.98 | — | — | — | — | — | — | — | — | 0.799 | — | — | — | — | |
| TOF2020.03 | 27.77 | — | — | — | — | — | — | — | — | 0.7949 | — | — | — | — | |
| SPMC2020.03 | 27.74 | — | — | — | — | — | — | — | — | 0.7915 | — | — | — | — | |
| BicubicScale=4x, Evaluation Channel=RGB2019.05 | 26.14 | 24.55 | 0.6489 | 26.06 | 0.7261 | 28.52 | 0.8034 | 25.41 | 0.7386 | 0.7292 | — | — | — | — | |
| BicubicUpscaling factor=4x, Input frames=62024.03 | 26.14 | — | — | — | — | — | — | — | — | 0.7292 | 0.3519 | 0.1876 | 7.257 | 0.6045 | |
| Bicubic2024.04 | 26.14 | — | — | — | — | — | — | — | — | 0.7292 | — | — | — | — | |
| Bicubic2020.03 | 25.59 | — | — | — | — | — | — | — | — | 0.7077 | — | — | — | — | |
| StableSRUpscaling factor=4x, Input frames=62024.03 | 24.79 | — | — | — | — | — | — | — | — | 0.6897 | 0.2412 | 0.0755 | 4.116 | 0.6579 |