Video Super-Resolution on Vid4 BI degradation (test)
28.18PSNRCFD-PSRT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CFD-PSRTParams (M)=13.6, Runtime (ms)=8202024.04 | 28.18 | 85.03 | |
| PSRTParams (M)=13.4, Runtime (ms)=8122024.04 | 28.07 | 84.85 | |
| RVRTParams (M)=10.8, Runtime (ms)=1832024.04 | 27.99 | 84.62 | |
| VRTParams (M)=35.6, Runtime (ms)=5432024.04 | 27.93 | 84.25 | |
| CFD-BasicVSR++Params (M)=7.5, Runtime (ms)=872024.04 | 27.84 | 84.06 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772021.04 | 27.79 | 84 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772024.04 | 27.79 | 84 | |
| CFD-BasicVSRParams (M)=6.6, Runtime (ms)=722024.04 | 27.47 | 82.8 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702021.04 | 27.39 | 82.79 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702024.04 | 27.39 | 82.79 | |
| VSRTParams (M)=32.6, Runtime (ms)=3282024.04 | 27.36 | 82.58 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782021.04 | 27.35 | 82.64 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782024.04 | 27.35 | 82.64 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632021.04 | 27.24 | 82.51 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632024.04 | 27.24 | 82.51 | |
| TS-MambaParams.(M)=3.00, Run.(ms)=29, MACs(G)=1122025.08 | 27.17 | 82 | |
| RBPNParams (M)=12.2, Runtime (ms)=15072021.04 | 27.12 | 81.8 | |
| EDVR-MParams (M)=3.3, Runtime (ms)=1182021.04 | 27.1 | 81.86 | |
| SSL-uniParams (M)=0.5, FLOPs (G)=63.92022.06 | 27.01 | 81.48 | |
| PFNLParams (M)=3, Runtime (ms)=2952021.04 | 26.73 | 80.29 | |
| PFNLParams (M)=3.0, Runtime (ms)=2952024.04 | 26.73 | 80.29 | |
| TOFlow2021.04 | 25.89 | 76.51 | |
| TOFlow2024.04 | 25.89 | 76.51 | |
| SPMC2021.04 | 25.88 | 77.52 | |
| SPMC2022.06 | 25.88 | 77.52 | |
| EGSVRParams.(M)=2.68, Run.(ms)=70, MACs(G)=57.12025.08 | 25.88 | 80 | |
| RTSRParams.(M)=0.06, Run.(ms)=4, MACs(G)=1.072025.08 | 25.59 | 75 | |
| VESPCN2021.04 | 25.35 | 75.57 | |
| VESPCN2022.06 | 25.35 | 75.57 | |
| Bicubic2021.04 | 23.78 | 63.47 | |
| Bicubic2024.04 | 23.78 | 63.47 |