Space-Time Video Super-Resolution on Vid4 (test)
27.46PSNRVRT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VRTPipeline=VSR then VFI2022.01 | 27.46 | 0.8392 | |
| VRTPipeline=VFI then VSR2022.01 | 26.59 | 0.8014 | |
| TMNet2022.01 | 26.43 | 0.8016 | |
| RSTT2022.01 | 26.43 | 0.7994 | |
| ZSM2022.01 | 26.31 | 0.7976 | |
| DAIN + EDVRVFI=DAIN, VSR=EDVR2022.01 | 26.12 | 0.7836 | |
| SepConv + RBPNVFI=SepConv, VSR=RBPN2022.01 | 26.08 | 0.7751 | |
| STARnet2022.01 | 26.06 | 0.8046 | |
| GS-STVSRParameters (M)=12.67, AT (s)=0.642026.04 | 26.04 | 0.7822 | |
| TMNetVFI Method=TMNet [49], Parameters (Million)=12.262022.06 | 25.96 | 0.7803 | |
| DAIN + RBPNVFI=DAIN, VSR=RBPN2022.01 | 25.96 | 0.7784 | |
| TMNetParameters (M)=12.26, AT (s)=5.672026.04 | 25.96 | 0.7803 | |
| SepConv + EDVRVFI=SepConv, VSR=EDVR2022.01 | 25.93 | 0.7792 | |
| BF-STVSRParameters (M)=13.47, AT (s)=1.272026.04 | 25.85 | 0.7772 | |
| MoTIFParameters (M)=12.55, AT (s)=1.772026.04 | 25.79 | 0.7745 | |
| VideoINR-fixedVFI Method=VideoINR-fixed, Parameters (Million)=11.312022.06 | 25.78 | 0.773 | |
| Zooming SlowMoVFI Method=Zooming SlowMo [48], Parameters (Million)=11.102022.06 | 25.72 | 0.7717 | |
| ZoomingSloMoParameters (M)=11.102026.04 | 25.72 | 0.7717 | |
| VideoINRVFI Method=VideoINR, Parameters (Million)=11.312022.06 | 25.61 | 0.7709 | |
| VideoINRParameters (M)=11.31, AT (s)=3.342026.04 | 25.61 | 0.7709 | |
| DAIN + RCANVFI=DAIN, VSR=RCAN2022.01 | 25.03 | 0.7261 | |
| SepConv + RCANVFI=SepConv, VSR=RCAN2022.01 | 24.92 | 0.7236 | |
| SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.01 | 24.4 | 0.6706 | |
| SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.01 | 23.8 | 0.6397 | |
| SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.01 | 23.76 | 0.6362 | |
| QVI + EDVRVFI Method=QVI [18], SR Method=EDVR [46], Parameters (Million)=29.2+20.72022.06 | 23.6 | 0.6471 | |
| DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.01 | 23.55 | 0.6268 | |
| SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.01 | 23.51 | 0.6273 | |
| DAIN + EDVRVFI Method=DAIN [2], SR Method=EDVR [46], Parameters (Million)=24.0+20.72022.06 | 23.48 | 0.6547 | |
| QVIVSR Method=EDVR, Parameters (M)=29.2+20.72026.04 | 23.48 | 0.6547 | |
| DAINVSR Method=EDVR, Parameters (M)=24.0+20.72026.04 | 23.48 | 0.6547 | |
| DAIN + BasicVSRVFI Method=DAIN [2], SR Method=BasicVSR [6], Parameters (Million)=24.0+6.32022.06 | 23.43 | 0.6514 | |
| DAINVSR Method=BasicVSR, Parameters (M)=24.0+6.32026.04 | 23.43 | 0.6514 | |
| SuperSloMo + BasicVSRVFI Method=SuperSloMo [18], SR Method=BasicVSR [6], Parameters (Million)=19.8+6.32022.06 | 23.17 | 0.6159 | |
| SuperSloMoVSR Method=BasicVSR, Parameters (M)=19.8+6.32026.04 | 23.17 | 0.6159 | |
| QVI + BasicVSRVFI Method=QVI [18], SR Method=BasicVSR [6], Parameters (Million)=29.2+6.32022.06 | 23.15 | 0.6428 | |
| QVIVSR Method=BasicVSR, Parameters (M)=29.2+6.32026.04 | 23.15 | 0.6428 | |
| SuperSloMo + EDVRVFI Method=SuperSloMo [18], SR Method=EDVR [46], Parameters (Million)=19.8+20.72022.06 | 23.01 | 0.6136 | |
| SuperSloMoVSR Method=EDVR, Parameters (M)=19.8+20.72026.04 | 23.01 | 0.6136 | |
| SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.01 | 22.84 | 0.5772 | |
| DAIN + BicubicVFI Method=DAIN [2], SR Method=Bicubic, Parameters (Million)=24.02022.06 | 22.57 | 0.5732 | |
| DAINVSR Method=Bicubic, Parameters (M)=24.02026.04 | 22.57 | 0.5732 | |
| SuperSloMo + BicubicVFI Method=SuperSloMo [18], SR Method=Bicubic, Parameters (Million)=19.82022.06 | 22.42 | 0.5645 | |
| SuperSloMoVSR Method=Bicubic, Parameters (M)=19.82026.04 | 22.42 | 0.5645 | |
| QVI + BicubicVFI Method=QVI [18], SR Method=Bicubic, Parameters (Million)=29.22022.06 | 22.11 | 0.5498 | |
| QVIVSR Method=Bicubic, Parameters (M)=29.22026.04 | 22.11 | 0.5498 |