Spatiotemporal Video Super-Resolution on GoPro Center
33.52PSNREvEnhancer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EvEnhancerEvents=true, Params (M)=6.552025.05 | 33.52 | 0.9295 | |
| EvEnhancer-lightEvents=true, Params (M)=5.812025.05 | 33.11 | 0.9242 | |
| V3-Large# Par.=20.6 M2025.09 | 33.09 | 0.925 | |
| V3# Par.=13.7 M2025.09 | 32.96 | 0.923 | |
| HR-INREvents=true, Params (M)=8.27, Training Setting=Trained on Adobe2402025.05 | 31.97 | 0.9298 | |
| SAFAEvents=false, Params (M)=4.94, Training Setting=Trained on Adobe2402025.05 | 31.28 | 0.8894 | |
| BF-STVSR# Par.=13.5 M2025.09 | 31.17 | 0.89 | |
| MOTIFEvents=false, Params (M)=12.55, Training Setting=Trained on Adobe2402025.05 | 31.04 | 0.8877 | |
| MoTIF# Par.=12.6 M2025.09 | 31.04 | 0.888 | |
| REFID + EvTextureVFI Method=REFID, VSR Method=EvTexture, Events=true, Params (M)=15.91+8.90, Training Setting=Trained on Adobe2402025.05 | 30.86 | 0.8784 | |
| VideoINR-fixedEvents=false, Params (M)=11.31, Training Setting=Trained on Adobe2402025.05 | 30.73 | 0.885 | |
| Zooming Slow-MoEvents=false, Params (M)=11.10, Training Setting=Trained on Adobe2402025.05 | 30.69 | 0.8847 | |
| ZoomingSloMo# Par.=11.1 M2025.09 | 30.69 | 0.885 | |
| TimeLens + EvTextureVFI Method=TimeLens, VSR Method=EvTexture, Events=true, Params (M)=72.20+8.902025.05 | 30.5 | 0.8784 | |
| VideoINREvents=false, Params (M)=11.31, Training Setting=Trained on Adobe2402025.05 | 30.26 | 0.8792 | |
| VideoINR# Par.=11.3 M2025.09 | 30.26 | 0.879 | |
| TMNetEvents=false, Params (M)=12.26, Training Setting=Trained on Adobe2402025.05 | 30.14 | 0.8692 | |
| TMNet# Par.=12.3 M2025.09 | 30.14 | 0.87 | |
| REFID + EGVSRVFI Method=REFID, VSR Method=EGVSR, Events=true, Params (M)=15.91+2.45, Training Setting=Trained on Adobe2402025.05 | 28.74 | 0.8364 | |
| DAIN→EDVR# Par.=44.7 M, two-stage=true2025.09 | 28.58 | 0.842 | |
| TimeLens + EGVSRVFI Method=TimeLens, VSR Method=EGVSR, Events=true, Params (M)=72.20+2.452025.05 | 28.41 | 0.8307 | |
| CBMNet-L + EvTextureVFI Method=CBMNet-L, VSR Method=EvTexture, Events=true, Params (M)=22.23+8.902025.05 | 27.58 | 0.7966 | |
| CBMNet-L + EGVSRVFI Method=CBMNet-L, VSR Method=EGVSR, Events=true, Params (M)=22.23+2.452025.05 | 26.14 | 0.7674 |