Video Super-Resolution on UDM10 BD degradation (test)
40.77PSNRCFD-BasicVSR++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFD-BasicVSR++Params (M)=7.5, Runtime (ms)=872024.04 | 40.77 | 97.26 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772021.04 | 40.72 | 97.22 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772024.04 | 40.72 | 97.22 | |
| CFD-BasicVSRParams (M)=6.6, Runtime (ms)=722024.04 | 40.21 | 96.95 | |
| ETDMParams (M)=8.4, Runtime (ms)=702024.04 | 40.11 | 97.07 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702021.04 | 40.03 | 96.94 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702024.04 | 40.03 | 96.94 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632021.04 | 39.96 | 96.94 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632024.04 | 39.96 | 96.94 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782021.04 | 39.89 | 96.86 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782024.04 | 39.89 | 96.86 | |
| EDVR-MParams (M)=3.3, Runtime (ms)=1182021.04 | 39.4 | 96.63 | |
| RSDNParams (M)=6.2, Runtime (ms)=942021.04 | 39.35 | 96.53 | |
| SSL-biParams (M)=1, FLOPs (G)=92.12022.06 | 39.35 | 96.65 | |
| RRNParams (M)=3.4, Runtime (ms)=452021.04 | 38.96 | 96.44 | |
| PFNLParams (M)=3, Runtime (ms)=2952021.04 | 38.74 | 96.27 | |
| PFNLParams (M)=3.0, Runtime (ms)=2952024.04 | 38.74 | 96.27 | |
| RBPNParams (M)=12.2, Runtime (ms)=15072021.04 | 38.66 | 95.96 | |
| RBPNParams (M)=12.2, Runtime (ms)=15072024.04 | 38.66 | 95.96 | |
| DUFParams (M)=5.8, Runtime (ms)=9742021.04 | 38.48 | 96.05 | |
| RLSPParams (M)=4.2, Runtime (ms)=492021.04 | 38.48 | 96.06 | |
| DUFParams (M)=5.8, FLOPs (G)=1645.82022.06 | 38.48 | 96.05 | |
| DUFParams (M)=5.8, Runtime (ms)=9742024.04 | 38.48 | 96.05 | |
| FRVSRParams (M)=5.1, Runtime (ms)=1372021.04 | 37.09 | 95.22 | |
| FRVSRParams (M)=5.1, Runtime (ms)=1372024.04 | 37.09 | 95.22 | |
| TOFlow2021.04 | 36.26 | 94.38 | |
| TOFlowParams (M)=1.4, FLOPs (G)=274.92022.06 | 36.26 | 94.38 | |
| TOFlow2024.04 | 36.26 | 94.38 | |
| Bicubic2021.04 | 28.47 | 82.53 | |
| Bicubic2022.06 | 28.47 | 82.53 | |
| Bicubic2024.04 | 28.47 | 82.53 |