Video Frame Interpolation on SNU-FILM extreme (PSNR/SSIM/FID/LPIPS)
25.94PSNRUPR-Net_ours
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UPR-Net_oursparameters (millions)=2.64, runtime (seconds)=0.13, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.94 | 87.49 | 47.77 | 0.1382 | |
| AMT_oursparameters (millions)=36.74, runtime (seconds)=0.14, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.87 | 87.72 | 48.99 | 0.2576 | |
| AMTparameters (millions)=29.22, runtime (seconds)=0.06, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.72 | 87.23 | 54.14 | 0.2633 | |
| UPR-Netparameters (millions)=1.65, runtime (seconds)=0.05, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.67 | 86.97 | 49.23 | 0.1452 | |
| M2M-PWC_oursparameters (millions)=10.65, runtime (seconds)=0.04, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.47 | 86.82 | 57.32 | 0.3873 | |
| M2M-PWCparameters (millions)=7.61, runtime (seconds)=0.04, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 25.26 | 86.63 | 62.34 | 0.392 | |
| PerVFI_oursparameters (millions)=11.28, runtime (seconds)=0.19, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 24.88 | 78.9 | 37.52 | 0.1 | |
| Bim-VFI_oursparameters (millions)=10.82, runtime (seconds)=0.06, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 24.75 | 85.73 | 40.37 | 0.2308 | |
| Bim-VFIparameters (millions)=6.56, runtime (seconds)=0.05, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 24.63 | 85.51 | 43.12 | 0.2336 | |
| PerVFIparameters (millions)=8.67, runtime (seconds)=0.09, Fine-tuning protocol=fine-tuned on Easy, Medium, and Hard subsets2023.12 | 24.02 | 75.6 | 49.36 | 0.123 |