Video Frame Interpolation on Average Low-resolution Datasets
34.3PSNRVFIMamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VFIMambaTraining Dataset=V+X, FLOPs (T)=0.94, Runtime (ms)=310.92024.07 | 34.3 | 0.9554 | |
| EMA-VFITraining Dataset=V, FLOPs (T)=0.91, Runtime (ms)=239.62024.07 | 34.14 | 0.9547 | |
| VFIMamba-STraining Dataset=V+X, FLOPs (T)=0.24, Runtime (ms)=128.02024.07 | 34.04 | 0.954 | |
| AMT-GTraining Dataset=V, FLOPs (T)=2.07, Runtime (ms)=403.72024.07 | 34.03 | 0.9544 | |
| AMT-LTraining Dataset=V, FLOPs (T)=0.58, Runtime (ms)=183.422024.07 | 33.99 | 0.9542 | |
| IFRNet-LTraining Dataset=V, FLOPs (T)=0.79, Runtime (ms)=115.32024.07 | 33.96 | 0.9531 | |
| SGM-VFITraining Dataset=V+X, FLOPs (T)=1.78, Runtime (ms)=942.92024.07 | 33.96 | 0.9535 | |
| SoftsplatTraining Dataset=V, FLOPs (T)=0.94, Runtime (ms)=266.42024.07 | 33.92 | 0.953 | |
| EMA-VFI-STraining Dataset=V, FLOPs (T)=0.20, Runtime (ms)=76.42024.07 | 33.88 | 0.9534 | |
| RIFETraining Dataset=V, FLOPs (T)=0.20, Runtime (ms)=35.22024.07 | 33.68 | 0.9519 | |
| M2M-VFITraining Dataset=V, FLOPs (T)=0.26, Runtime (ms)=60.92024.07 | 33.59 | 0.9522 | |
| DAINTraining Dataset=V, FLOPs (T)=5.51, Runtime (ms)=897.82024.07 | 33.36 | 0.9507 | |
| CAINTraining Dataset=V, FLOPs (T)=1.29, Runtime (ms)=102.42024.07 | 33.29 | 0.9483 | |
| XVFITraining Dataset=V, FLOPs (T)=0.37, Runtime (ms)=165.22024.07 | 33.22 | 0.9477 | |
| AdaCofTraining Dataset=V, FLOPs (T)=0.36, Runtime (ms)=85.12024.07 | 33 | 0.9458 |