Video Super-Resolution on Vimeo-90k Slow
40.68PSNRRBPN/6
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RBPN/6Scale=2x2019.03 | 40.68 | 0.978 | |
| DBPNScale=2x2019.03 | 39.69 | 0.973 | |
| BicubicScale=2x2019.03 | 34.47 | 0.939 | |
| RBPN/6-PFScale Factor=4x, Filtering=Pre-filtering2019.03 | 34.18 | 0.92 | |
| RBPN/3-PScale Factor=4x, Temporal Context=3 extra frames2019.03 | 33.73 | 0.914 | |
| TMNetParameters (Millions)=12.262022.03 | 33.51 | 0.9159 | |
| RSTT-LParameters (Millions)=7.672022.03 | 33.5 | 0.9147 | |
| RSTT-MParameters (Millions)=6.082022.03 | 33.47 | 0.9143 | |
| Zooming SlowMoParameters (Millions)=11.102022.03 | 33.36 | 0.9138 | |
| RSTT-SParameters (Millions)=4.492022.03 | 33.3 | 0.9123 | |
| DAIN + EDVRParameters (Millions)=24.0+20.72022.03 | 33.11 | 0.9119 | |
| STARnetParameters (Millions)=111.612022.03 | 33.1 | 0.9164 | |
| DBPNScale Factor=4x2019.03 | 32.98 | 0.901 | |
| VSR-DUF/6Scale Factor=4x, Temporal Context=6 frames2019.03 | 32.96 | 0.909 | |
| SepConv + EDVRParameters (Millions)=21.7+20.72022.03 | 32.96 | 0.9112 | |
| DAIN + RBPNParameters (Millions)=24.0+12.72022.03 | 32.92 | 0.9097 | |
| SepConv + RBPNParameters (Millions)=21.7+12.72022.03 | 32.77 | 0.909 | |
| DAIN + RCANParameters (Millions)=24.0+16.02022.03 | 32.26 | 0.8974 | |
| TOFLOWScale Factor=4x2019.03 | 32.16 | 0.889 | |
| SepConv + RCANParameters (Millions)=21.7+16.02022.03 | 32.13 | 0.8967 | |
| SuperSloMo + EDVRParameters (Millions)=19.8+20.72022.03 | 30.99 | 0.8673 | |
| SuperSloMo + RCANParameters (Millions)=19.8+16.02022.03 | 30.69 | 0.8624 | |
| SuperSloMo + RBPNParameters (Millions)=19.8+12.72022.03 | 30.48 | 0.8584 | |
| BicubicScale Factor=4x2019.03 | 29.33 | 0.829 | |
| DAIN + BicubicParameters (Millions)=24.02022.03 | 29.06 | 0.8289 | |
| SepConv + BicubicParameters (Millions)=21.72022.03 | 29.04 | 0.829 | |
| RBPN/6Scale=8x2019.03 | 28.94 | 0.809 | |
| DBPNScale=8x2019.03 | 28.4 | 0.795 | |
| SuperSloMo + BicubicParameters (Millions)=19.82022.03 | 28.37 | 0.8102 | |
| BicubicScale=8x2019.03 | 25.81 | 0.715 |