Video Super-Resolution on Vimeo-90k Fast
45.63PSNRRBPN/6
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RBPN/6Scale=2x2019.03 | 45.63 | 98.7 | |
| DBPNScale=2x2019.03 | 45.12 | 98.4 | |
| BicubicScale=2x2019.03 | 40.18 | 96.9 | |
| iSeeBetterClip Name=Fast Motion, Flow=8.30, Upscaling Factor=4x2020.06 | 40.17 | 97.1 | |
| RBPN/6-PFScale Factor=4x, Filtering=Pre-filtering2019.03 | 40.03 | 96 | |
| RBPN/6-PFClip Name=Fast Motion, Flow=8.30, Upscaling Factor=4x2020.06 | 40.03 | 96 | |
| RBPN/3-PScale Factor=4x, Temporal Context=3 extra frames2019.03 | 39.49 | 95.5 | |
| TOFLOWScale Factor=4x2019.03 | 37.64 | 94.2 | |
| VSR-DUF/6Scale Factor=4x, Temporal Context=6 frames2019.03 | 37.49 | 94.9 | |
| FRVSRClip Name=Fast Motion, Flow=8.30, Upscaling Factor=4x2020.06 | 37.49 | 94.9 | |
| DBPNScale Factor=4x2019.03 | 37.46 | 94.4 | |
| DBPNClip Name=Fast Motion, Flow=8.30, Upscaling Factor=4x2020.06 | 37.46 | 94.4 | |
| TMNetParameters (Millions)=12.262022.03 | 37.04 | 94.35 | |
| Zooming SlowMoParameters (Millions)=11.102022.03 | 36.81 | 94.15 | |
| RSTT-LParameters (Millions)=7.672022.03 | 36.8 | 94.03 | |
| RSTT-MParameters (Millions)=6.082022.03 | 36.78 | 94.01 | |
| RSTT-SParameters (Millions)=4.492022.03 | 36.58 | 93.81 | |
| STARnetParameters (Millions)=111.612022.03 | 36.19 | 93.68 | |
| DAIN + EDVRParameters (Millions)=24.0+20.72022.03 | 35.81 | 93.23 | |
| DAIN + RBPNParameters (Millions)=24.0+12.72022.03 | 35.55 | 93 | |
| DAIN + RCANParameters (Millions)=24.0+16.02022.03 | 35.27 | 92.42 | |
| SepConv + EDVRParameters (Millions)=21.7+20.72022.03 | 35.23 | 92.52 | |
| SepConv + RBPNParameters (Millions)=21.7+12.72022.03 | 35.07 | 92.38 | |
| SuperSloMo + EDVRParameters (Millions)=19.8+20.72022.03 | 35.05 | 91.36 | |
| SepConv + RCANParameters (Millions)=21.7+16.02022.03 | 34.97 | 91.95 | |
| SuperSloMo + RBPNParameters (Millions)=19.8+12.72022.03 | 34.73 | 91.08 | |
| SuperSloMo + RCANParameters (Millions)=19.8+16.02022.03 | 34.52 | 90.76 | |
| BicubicScale Factor=4x2019.03 | 34.05 | 90.2 | |
| BicubicClip Name=Fast Motion, Flow=8.30, Upscaling Factor=4x2020.06 | 34.05 | 90.2 | |
| RBPN/6Scale=8x2019.03 | 33.91 | 89 | |
| DBPNScale=8x2019.03 | 32.74 | 87.2 | |
| DAIN + BicubicParameters (Millions)=24.02022.03 | 32.41 | 89.1 | |
| SepConv + BicubicParameters (Millions)=21.72022.03 | 32.27 | 88.9 | |
| SuperSloMo + BicubicParameters (Millions)=19.82022.03 | 31.88 | 87.93 | |
| BicubicScale=8x2019.03 | 29.33 | 81.6 |