Space-Time Video Super-Resolution on GoPro Center (test)
31.33PSNRGS-STVSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GS-STVSRParameters (M)=12.67, AT (s)=0.642026.04 | 31.33 | 0.8918 | |
| BF-STVSRParameters (M)=13.47, AT (s)=1.272026.04 | 31.17 | 0.8898 | |
| MoTIFParameters (M)=12.55, AT (s)=1.772026.04 | 31.04 | 0.8877 | |
| VideoINR-fixedVFI Method=VideoINR-fixed2022.06 | 30.73 | 0.885 | |
| Zooming SlowMoVFI Method=Zooming SlowMo [48]2022.06 | 30.69 | 0.8847 | |
| ZoomingSloMoParameters (M)=11.102026.04 | 30.69 | 0.8847 | |
| VideoINRVFI Method=VideoINR2022.06 | 30.26 | 0.8792 | |
| VideoINRParameters (M)=11.31, AT (s)=3.342026.04 | 30.26 | 0.8792 | |
| TMNetVFI Method=TMNet [49]2022.06 | 30.14 | 0.8692 | |
| TMNetParameters (M)=12.26, AT (s)=5.672026.04 | 30.14 | 0.8696 | |
| QVIVSR Method=EDVR, Parameters (M)=29.2+20.72026.04 | 28.6 | 0.8417 | |
| DAINVSR Method=EDVR, Parameters (M)=24.0+20.72026.04 | 28.58 | 0.8417 | |
| QVIVSR Method=BasicVSR, Parameters (M)=29.2+6.32026.04 | 28.55 | 0.84 | |
| DAINVSR Method=BasicVSR, Parameters (M)=24.0+6.32026.04 | 28.46 | 0.7966 | |
| SuperSloMo + EDVRVFI Method=SuperSloMo [18], SR Method=EDVR [46]2022.06 | 28.24 | 0.8322 | |
| SuperSloMoVSR Method=EDVR, Parameters (M)=19.8+20.72026.04 | 28.24 | 0.8322 | |
| SuperSloMo + BasicVSRVFI Method=SuperSloMo [18], SR Method=BasicVSR [6]2022.06 | 28.23 | 0.8308 | |
| SuperSloMoVSR Method=BasicVSR, Parameters (M)=19.8+6.32026.04 | 28.23 | 0.8308 | |
| DAIN + EDVRVFI Method=DAIN [2], SR Method=EDVR [46]2022.06 | 28.01 | 0.8239 | |
| DAIN + BasicVSRVFI Method=DAIN [2], SR Method=BasicVSR [6]2022.06 | 28 | 0.8227 | |
| QVI + BasicVSRVFI Method=QVI [18], SR Method=BasicVSR [6]2022.06 | 27.44 | 0.807 | |
| QVI + EDVRVFI Method=QVI [18], SR Method=EDVR [46]2022.06 | 27.43 | 0.8081 | |
| SuperSloMo + BicubicVFI Method=SuperSloMo [18], SR Method=Bicubic2022.06 | 27.04 | 0.7937 | |
| SuperSloMoVSR Method=Bicubic, Parameters (M)=19.82026.04 | 27.04 | 0.7937 | |
| DAIN + BicubicVFI Method=DAIN [2], SR Method=Bicubic2022.06 | 26.92 | 0.7911 | |
| DAINVSR Method=Bicubic, Parameters (M)=24.02026.04 | 26.92 | 0.7911 | |
| QVI + BicubicVFI Method=QVI [18], SR Method=Bicubic2022.06 | 26.5 | 0.7791 | |
| QVIVSR Method=Bicubic, Parameters (M)=29.22026.04 | 26.5 | 0.7791 |