Space-Time Video Super-Resolution on GoPro Average (test)
33.3PSNREvEnhancer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EvEnhancerEvents=true, Params (M)=6.552025.05 | 33.3 | 92.79 | |
| EvEnhancer-lightEvents=true, Params (M)=5.812025.05 | 32.73 | 92.03 | |
| V3-Large# Par.=20.6 M2025.09 | 32.36 | 92.1 | |
| V3# Par.=13.7 M2025.09 | 32.26 | 91.9 | |
| HR-INREvents=true, Params (M)=8.27, Training Setting=Trained on Adobe2402025.05 | 32.13 | 93.71 | |
| GS-STVSRParameters (M)=12.67, AT (s)=0.642026.04 | 30.35 | 88.17 | |
| SAFAEvents=false, Params (M)=4.94, Training Setting=Trained on Adobe2402025.05 | 30.22 | 87.61 | |
| BF-STVSR# Par.=13.5 M2025.09 | 30.22 | 88 | |
| BF-STVSRParameters (M)=13.47, AT (s)=1.272026.04 | 30.22 | 88.02 | |
| MOTIFEvents=false, Params (M)=12.55, Training Setting=Trained on Adobe2402025.05 | 30.04 | 87.73 | |
| MoTIF# Par.=12.6 M2025.09 | 30.04 | 87.7 | |
| MoTIFParameters (M)=12.55, AT (s)=1.772026.04 | 30.04 | 87.73 | |
| VideoINRVFI Method=VideoINR2022.06 | 29.41 | 86.69 | |
| VideoINREvents=false, Params (M)=11.31, Training Setting=Trained on Adobe2402025.05 | 29.41 | 86.69 | |
| VideoINR# Par.=11.3 M2025.09 | 29.41 | 86.7 | |
| VideoINRParameters (M)=11.31, AT (s)=3.342026.04 | 29.41 | 86.69 | |
| REFID + EvTextureVFI Method=REFID, VSR Method=EvTexture, Events=true, Params (M)=15.91+8.90, Training Setting=Trained on Adobe2402025.05 | 29.14 | 84.89 | |
| TMNetVFI Method=TMNet [49]2022.06 | 28.83 | 85.14 | |
| TMNetEvents=false, Params (M)=12.26, Training Setting=Trained on Adobe2402025.05 | 28.83 | 85.14 | |
| TMNet# Par.=12.3 M2025.09 | 28.83 | 85.1 | |
| TMNetParameters (M)=12.26, AT (s)=5.672026.04 | 28.83 | 85.14 | |
| TimeLens + EvTextureVFI Method=TimeLens, VSR Method=EvTexture, Events=true, Params (M)=72.20+8.902025.05 | 28.51 | 84.78 | |
| REFID + EGVSRVFI Method=REFID, VSR Method=EGVSR, Events=true, Params (M)=15.91+2.45, Training Setting=Trained on Adobe2402025.05 | 27.97 | 81.71 | |
| TimeLens + EGVSRVFI Method=TimeLens, VSR Method=EGVSR, Events=true, Params (M)=72.20+2.452025.05 | 27.42 | 80.77 | |
| DAIN→EDVR# Par.=44.7 M, two-stage=true2025.09 | 26.64 | 79.8 | |
| QVIVSR Method=EDVR, Parameters (M)=29.2+20.72026.04 | 26.64 | 79.77 | |
| DAINVSR Method=EDVR, Parameters (M)=24.0+20.72026.04 | 26.64 | 79.77 | |
| DAIN + BasicVSRVFI Method=DAIN [2], SR Method=BasicVSR [6]2022.06 | 26.46 | 79.66 | |
| DAINVSR Method=BasicVSR, Parameters (M)=24.0+6.32026.04 | 26.43 | 79.66 | |
| DAIN + EDVRVFI Method=DAIN [2], SR Method=EDVR [46]2022.06 | 26.37 | 79.64 | |
| SuperSloMo + BasicVSRVFI Method=SuperSloMo [18], SR Method=BasicVSR [6]2022.06 | 26.36 | 79.77 | |
| SuperSloMoVSR Method=BasicVSR, Parameters (M)=19.8+6.32026.04 | 26.36 | 79.77 | |
| SuperSloMo + EDVRVFI Method=SuperSloMo [18], SR Method=EDVR [46]2022.06 | 26.3 | 79.6 | |
| SuperSloMoVSR Method=EDVR, Parameters (M)=19.8+20.72026.04 | 26.3 | 79.6 | |
| QVI + BasicVSRVFI Method=QVI [18], SR Method=BasicVSR [6]2022.06 | 26.27 | 79.55 | |
| QVIVSR Method=BasicVSR, Parameters (M)=29.2+6.32026.04 | 26.27 | 79.55 | |
| DAIN + BicubicVFI Method=DAIN [2], SR Method=Bicubic2022.06 | 26.11 | 77.4 | |
| DAINVSR Method=Bicubic, Parameters (M)=24.02026.04 | 26.11 | 77.4 | |
| SuperSloMo + BicubicVFI Method=SuperSloMo [18], SR Method=Bicubic2022.06 | 26.06 | 77.2 | |
| SuperSloMoVSR Method=Bicubic, Parameters (M)=19.82026.04 | 26.06 | 77.2 | |
| QVI + EDVRVFI Method=QVI [18], SR Method=EDVR [46]2022.06 | 25.55 | 77.39 | |
| QVI + BicubicVFI Method=QVI [18], SR Method=Bicubic2022.06 | 25.41 | 75.54 | |
| QVIVSR Method=Bicubic, Parameters (M)=29.22026.04 | 25.41 | 75.54 | |
| CBMNet-L + EvTextureVFI Method=CBMNet-L, VSR Method=EvTexture, Events=true, Params (M)=22.23+8.902025.05 | 23.92 | 71.63 | |
| CBMNet-L + EGVSRVFI Method=CBMNet-L, VSR Method=EGVSR, Events=true, Params (M)=22.23+2.452025.05 | 23.55 | 70.18 |