Video Frame Interpolation on SNU-FILM (test)
40.44PSNR (Easy)UPR-Net LARGE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UPR-Net LARGEparameters (millions)=6.6, runtime (seconds)=0.0812022.11 | 40.44 | 0.9911 | 36.29 | 0.9801 | 30.86 | 0.9377 | 25.63 | 0.8641 | |
| UPR-Net largeparameters (millions)=3.7, runtime (seconds)=0.0622022.11 | 40.42 | 0.9911 | 36.24 | 0.9799 | 30.81 | 0.937 | 25.58 | 0.8636 | |
| UPR-Netparameters (millions)=1.7, runtime (seconds)=0.0422022.11 | 40.37 | 0.991 | 36.16 | 0.9797 | 30.67 | 0.9365 | 25.49 | 0.8627 | |
| EBME-H*parameters (millions)=3.9, runtime (seconds)=0.0822022.11 | 40.28 | 0.991 | 36.07 | 0.9797 | 30.64 | 0.9368 | 25.4 | 0.8634 | |
| VFIformerparameters (millions)=24.1, runtime (seconds)=1.0182022.11 | 40.13 | 0.9907 | 36.09 | 0.9799 | 30.67 | 0.9378 | 25.43 | 0.8643 | |
| CDFI fullparameters (millions)=5.0, runtime (seconds)=0.1722022.11 | 40.12 | 0.9906 | 35.51 | 0.9778 | 29.73 | 0.9277 | 24.53 | 0.8476 | |
| IFRNet largeparameters (millions)=19.7, runtime (seconds)=0.0382022.11 | 40.1 | 0.9906 | 36.12 | 0.9797 | 30.63 | 0.9368 | 25.27 | 0.8609 | |
| RIFEparameters (millions)=9.8, runtime (seconds)=0.0122022.11 | 40.06 | 0.9907 | 35.75 | 0.9789 | 30.1 | 0.933 | 24.84 | 0.8534 | |
| IFRNetparameters (millions)=5.0, runtime (seconds)=0.0222022.11 | 40.03 | 0.9905 | 35.94 | 0.9793 | 30.41 | 0.9358 | 25.05 | 0.8587 | |
| BMBCparameters (millions)=11.0, runtime (seconds)=0.8222022.11 | 39.9 | 0.9902 | 35.31 | 0.9774 | 29.33 | 0.927 | 23.92 | 0.8432 | |
| BMBCRuntime (seconds)=0.77, #Parameters (millions)=11.02021.08 | 39.9 | 0.9902 | 35.31 | 0.9774 | 29.33 | 0.927 | 23.92 | 0.8432 | |
| CAINparameters (millions)=42.8, runtime (seconds)=0.0372022.11 | 39.89 | 0.99 | 35.61 | 0.9776 | 29.9 | 0.9292 | 24.78 | 0.8507 | |
| CAINRuntime (seconds)=0.04, #Parameters (millions)=42.82021.08 | 39.89 | 0.99 | 35.61 | 0.9776 | 29.9 | 0.9292 | 24.78 | 0.8507 | |
| AdaCoFparameters (millions)=22.9, runtime (seconds)=0.032022.11 | 39.8 | 0.99 | 35.05 | 0.9754 | 29.46 | 0.9244 | 24.31 | 0.8439 | |
| AdaCoFRuntime (seconds)=0.03, #Parameters (millions)=22.92021.08 | 39.8 | 0.99 | 35.05 | 0.9754 | 29.46 | 0.9244 | 24.31 | 0.8439 | |
| XVFIparameters (millions)=5.5, runtime (seconds)=0.0982022.11 | 39.78 | 0.984 | 35.37 | 0.9641 | 29.91 | 0.8935 | 24.73 | 0.7782 | |
| DAINparameters (millions)=24.0, runtime (seconds)=0.1512022.11 | 39.73 | 0.9902 | 35.46 | 0.978 | 30.17 | 0.9335 | 25.09 | 0.8584 | |
| DAINRuntime (seconds)=0.13, #Parameters (millions)=24.02021.08 | 39.73 | 0.9902 | 35.46 | 0.978 | 30.17 | 0.9335 | 25.09 | 0.8584 | |
| ABMEparameters (millions)=18.1, runtime (seconds)=0.2772022.11 | 39.59 | 0.9901 | 35.77 | 0.9789 | 30.58 | 0.9364 | 25.42 | 0.8639 | |
| ABMERuntime (seconds)=0.22, #Parameters (millions)=18.12021.08 | 39.59 | 0.9901 | 35.77 | 0.9789 | 30.58 | 0.9364 | 25.42 | 0.8639 | |
| SepConvRuntime (seconds)=0.20, #Parameters (millions)=21.62021.08 | 39.41 | 0.99 | 34.97 | 0.9762 | 29.36 | 0.9253 | 24.31 | 0.8448 | |
| ToFlowRuntime (seconds)=0.43, #Parameters (millions)=1.12021.08 | 39.08 | 0.989 | 34.39 | 0.974 | 28.44 | 0.918 | 23.39 | 0.831 | |
| CyclicGenRuntime (seconds)=0.09, #Parameters (millions)=19.82021.08 | 37.72 | 0.984 | 32.47 | 0.9554 | 26.95 | 0.8871 | 22.7 | 0.8083 |