Video Super-Resolution on REDS4 BI degradation (test)
31.42PSNRBasicVSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BasicVSRParams (M)=4.9, FLOPs (G)=338.5, Runtime (ms)=57, LR size=180 x 320, mode=bidirectional2022.06 | 31.42 | 89.09 | |
| SSL-biParams (M)=1, FLOPs (G)=92.1, Runtime (ms)=24, LR size=180 x 320, Pruning=SSL2022.06 | 31.06 | 89.33 | |
| ASSL-biParams (M)=1.3, FLOPs (G)=85.5, Runtime (ms)=24, LR size=180 x 320, Pruning=ASSL2022.06 | 30.74 | 87.7 | |
| L1-norm-biParams (M)=1.3, FLOPs (G)=85.5, Runtime (ms)=24, LR size=180 x 320, Pruning=L1-norm2022.06 | 30.66 | 87.66 | |
| BasicVSR-liteParams (M)=1.3, FLOPs (G)=85.5, Runtime (ms)=24, LR size=180 x 320, mode=bidirectional2022.06 | 30.56 | 87.38 | |
| BasicVSR-uniParams (M)=2.6, FLOPs (G)=218.1, Runtime (ms)=39, LR size=180 x 320, mode=unidirectional2022.06 | 30.56 | 86.98 | |
| EDVR-MParams (M)=3.3, FLOPs (G)=304.2, Runtime (ms)=118, LR size=180 x 3202022.06 | 30.53 | 86.99 | |
| SSL-uniParams (M)=0.5, FLOPs (G)=63.9, Runtime (ms)=18, LR size=180 x 320, Pruning=SSL2022.06 | 30.24 | 86.33 | |
| RBPNParams (M)=12.2, FLOPs (G)=8516, Runtime (ms)=1507, LR size=180 x 3202022.06 | 30.09 | 85.9 | |
| ASSL-uniParams (M)=0.7, FLOPs (G)=62.4, Runtime (ms)=18, LR size=180 x 320, Pruning=ASSL2022.06 | 30.02 | 85.89 | |
| L1-norm-uniParams (M)=0.7, FLOPs (G)=62.4, Runtime (ms)=18, LR size=180 x 320, Pruning=L1-norm2022.06 | 29.97 | 85.7 | |
| BasicVSR-uni-liteParams (M)=0.7, FLOPs (G)=62.4, Runtime (ms)=18, LR size=180 x 3202022.06 | 29.95 | 85.61 | |
| PFNLParams (M)=3, FLOPs (G)=940, Runtime (ms)=295, LR size=180 x 3202022.06 | 29.63 | 85.02 | |
| DUFParams (M)=5.8, FLOPs (G)=1645.8, Runtime (ms)=974, LR size=180 x 3202022.06 | 28.63 | 82.51 | |
| TOFlowParams (M)=1.4, FLOPs (G)=274.9, Runtime (ms)=1610, LR size=180 x 3202022.06 | 27.98 | 79.9 | |
| BicubicLR size=180 x 3202022.06 | 26.14 | 72.92 |