Video Frame Interpolation on Pexels 45 video-keyframe pairs
0.1028LPIPSOurs + ViBiD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours + ViBiDscheme=sequential time reversal sampling, interpolation scale λ=0.5, re-noising steps k=3, distillation step ratio γ=0.22026.02 | 0.1028 | 34.775 | 412.66 | 0.8235 | 0.9605 | |
| GIscheme=time reversal sampling2026.02 | 0.1114 | 47.99 | 476.93 | 0.8211 | 0.9566 | |
| Ours + TRFscheme=parallel time reversal sampling, interpolation scale λ=1, re-noising steps k=2, distillation step ratio γ=0.32026.02 | 0.1149 | 34.47 | 460.99 | 0.8503 | 0.9862 | |
| FILMtype=flow-based VFI2026.02 | 0.1157 | 43.935 | 761.6 | 0.8231 | 0.9734 | |
| FCVGscheme=time reversal sampling2026.02 | 0.116 | 35.269 | 525.08 | 0.8245 | 0.9701 | |
| ViBiDscheme=sequential time reversal sampling2026.02 | 0.1447 | 39.002 | 641.3 | 0.813 | 0.9488 | |
| TRFscheme=parallel time reversal sampling2026.02 | 0.2044 | 59.185 | 796.48 | 0.8008 | 0.9487 | |
| DynamiCraftertype=generative VFI2026.02 | 0.2397 | 62.598 | 809.53 | 0.8211 | 0.9213 |