Video Frame Interpolation on DAVIS
28.09PSNRVFIT-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VFIT-B# Parameters (M)=29.02021.11 | 28.09 | 0.888 | — | — | |
| VFIT-S# Parameters (M)=7.52021.11 | 27.92 | 0.885 | — | — | |
| VRTInputs=R2022.01 | 27.88 | 0.889 | — | — | |
| FLAVR# Parameters (M)=42.42021.11 | 27.44 | 0.874 | — | — | |
| FLAVRInputs=RGB, Interpolation factor=2x2020.12 | 27.43 | 0.874 | — | — | |
| FLAVRInputs=R2022.01 | 27.43 | 0.874 | — | — | |
| SoftSplat# Parameters (M)=7.72021.11 | 27.42 | 0.878 | — | — | |
| CAIN# Parameters (M)=42.82021.11 | 27.21 | 0.873 | — | — | |
| QVIInputs=RGB+Flow, Interpolation factor=2x2020.12 | 27.17 | 0.874 | — | — | |
| QVI# Parameters (M)=29.22021.11 | 27.17 | 0.874 | — | — | |
| QVIInputs=R+F2022.01 | 27.17 | 0.874 | — | — | |
| AdaCoFInputs=RGB, Interpolation factor=2x2020.12 | 26.49 | 0.866 | — | — | |
| AdaCoF# Parameters (M)=21.82021.11 | 26.49 | 0.866 | — | — | |
| AdaCoFInputs=R2022.01 | 26.49 | 0.866 | — | — | |
| CAINInputs=RGB, Interpolation factor=2x2020.12 | 26.46 | 0.856 | — | — | |
| CAINInputs=R2022.01 | 26.46 | 0.856 | — | — | |
| BMBCInputs=RGB, Interpolation factor=2x2020.12 | 26.42 | 0.868 | — | — | |
| BMBC# Parameters (M)=11.02021.11 | 26.42 | 0.868 | — | — | |
| BMBCInputs=R2022.01 | 26.42 | 0.868 | — | — | |
| SepConvInputs=RGB, Interpolation factor=2x2020.12 | 26.21 | 0.857 | — | — | |
| SepConv# Parameters (M)=21.62021.11 | 26.21 | 0.857 | — | — | |
| SepConvInputs=R2022.01 | 26.21 | 0.857 | — | — | |
| DAINInputs=RGB+Depth+Flow, Interpolation factor=2x2020.12 | 26.12 | 0.87 | — | — | |
| DAIN# Parameters (M)=24.02021.11 | 26.12 | 0.87 | — | — | |
| DAINInputs=R+D+F2022.01 | 26.12 | 0.87 | — | — | |
| SuperSloMoInputs=RGB, Interpolation factor=2x2020.12 | 25.65 | 0.857 | — | — | |
| SuperSloMo# Parameters (M)=39.62021.11 | 25.65 | 0.857 | — | — | |
| SuperSloMoInputs=R2022.01 | 25.65 | 0.857 | — | — | |
| LDMVFI2023.06 | 25.541 | 0.833 | — | — | |
| NAO-pathoptimization_points=502023.06 | 25.413 | 0.813 | — | — | |
| DVFInputs=RGB, Interpolation factor=2x2020.12 | 22.13 | 0.8 | — | — | |
| DVFInputs=R2022.01 | 22.13 | 0.8 | — | — | |
| MCVD2023.06 | 18.646 | 0.705 | — | — | |
| FIM-basedBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 27.479 | 0.516 | |
| GeoDiffBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 13.585 | 0.343 | |
| LERPBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 11.915 | 0.589 | |
| NAOBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 72.883 | 0.825 | |
| NoiseDiffBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 33.977 | 0.518 | |
| OursBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 9.193 | 0.335 | |
| SLERPBase Model=Stable Diffusion v2.0-base2025.10 | — | — | 15.859 | 0.485 |