Video Super-Resolution on Vimeo-90K-T BI degradation (test)
38.33PSNRCFD-PSRT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFD-PSRTParams (M)=13.6, Runtime (ms)=8202024.04 | 38.33 | 95.48 | |
| PSRTParams (M)=13.4, Runtime (ms)=8122024.04 | 38.27 | 95.36 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772021.04 | 38.21 | 95.5 | |
| VRTParams (M)=35.6, Runtime (ms)=5432024.04 | 38.2 | 95.3 | |
| RVRTParams (M)=10.8, Runtime (ms)=1832024.04 | 38.15 | 95.27 | |
| CFD-BasicVSR++Params (M)=7.5, Runtime (ms)=872024.04 | 37.9 | 95.04 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702021.04 | 37.84 | 95.24 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782021.04 | 37.81 | 95.23 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772021.04 | 37.79 | 95 | |
| BasicVSR++Params (M)=7.3, Runtime (ms)=772024.04 | 37.79 | 95 | |
| VSRTParams (M)=32.6, Runtime (ms)=3282024.04 | 37.71 | 94.94 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782021.04 | 37.61 | 94.89 | |
| EDVRParams (M)=20.6, Runtime (ms)=3782024.04 | 37.61 | 94.89 | |
| TGAParams (M)=5.82021.04 | 37.59 | 95.16 | |
| TGAParams (M)=5.8, FLOPs (G)=694.12022.06 | 37.59 | 95.16 | |
| CFD-BasicVSRParams (M)=6.6, Runtime (ms)=722024.04 | 37.55 | 94.78 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632021.04 | 37.53 | 94.98 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702021.04 | 37.47 | 94.76 | |
| IconVSRParams (M)=8.7, Runtime (ms)=702024.04 | 37.47 | 94.76 | |
| EDVR-MParams (M)=3.3, Runtime (ms)=1182021.04 | 37.33 | 94.84 | |
| MuCAN2021.04 | 37.32 | 94.65 | |
| MUCAN2024.04 | 37.32 | 94.65 | |
| RSDNParams (M)=6.2, Runtime (ms)=942021.04 | 37.23 | 94.71 | |
| RBPNParams (M)=12.2, Runtime (ms)=15072021.04 | 37.2 | 94.58 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632021.04 | 37.18 | 94.5 | |
| BasicVSRParams (M)=6.3, Runtime (ms)=632024.04 | 37.18 | 94.5 | |
| EDVR-MParams (M)=3.3, Runtime (ms)=1182021.04 | 37.09 | 94.46 | |
| EDVR-MParams (M)=3.3, FLOPs (G)=304.22022.06 | 37.09 | 94.46 | |
| RBPNParams (M)=12.2, Runtime (ms)=15072021.04 | 37.07 | 94.35 | |
| RBPNParams (M)=12.2, FLOPs (G)=85162022.06 | 37.07 | 94.35 | |
| DUFParams (M)=5.8, Runtime (ms)=9742021.04 | 36.87 | 94.47 | |
| SSL-biParams (M)=1, FLOPs (G)=92.12022.06 | 36.82 | 94.19 | |
| SSL-uniParams (M)=0.5, FLOPs (G)=63.92022.06 | 36.77 | 94.29 | |
| RLSPParams (M)=4.2, Runtime (ms)=492021.04 | 36.49 | 94.03 | |
| PFNLParams (M)=3, Runtime (ms)=2952021.04 | 36.14 | 93.63 | |
| PFNLParams (M)=3, FLOPs (G)=9402022.06 | 36.14 | 93.63 | |
| PFNLParams (M)=3.0, Runtime (ms)=2952024.04 | 36.14 | 93.63 | |
| FastDVDnetParams (M)=2.6, FLOPs (G)=64.3, Distillation=true2022.06 | 36.12 | 93.48 | |
| FRVSRParams (M)=5.1, Runtime (ms)=1372021.04 | 35.64 | 93.19 | |
| TOFlow2021.04 | 34.62 | 92.12 | |
| TOFlow2021.04 | 33.08 | 90.54 | |
| TOFlowParams (M)=1.4, FLOPs (G)=274.92022.06 | 33.08 | 90.54 | |
| TOFlow2024.04 | 33.08 | 90.54 | |
| Bicubic2021.04 | 31.32 | 86.84 | |
| Bicubic2022.06 | 31.32 | 86.84 | |
| Bicubic2024.04 | 31.32 | 86.84 | |
| Bicubic2021.04 | 31.3 | 86.87 |