Video Frame Interpolation on X4K1000FPS (X-TEST)
31.86PSNRNCM (Ours-Large)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NCM (Ours-Large)Runtime (ms) 480p=122, Runtime (ms) 1080p=419, Parameters (Million)=12.12022.07 | 31.86 | 0.9225 | |
| NCM (Ours-Base)Runtime (ms) 480p=38, Runtime (ms) 1080p=82, Parameters (Million)=12.12022.07 | 31.63 | 0.9185 | |
| BiFormer2K Runtime (seconds)=0.53, Parameters (millions)=11.22023.04 | 31.32 | 0.9212 | |
| M2M-PWC2K Runtime (seconds)=0.07, Parameters (millions)=7.62023.04 | 30.81 | 0.912 | |
| ABMERuntime (ms) 480p=226, Runtime (ms) 1080p=1386, Parameters (Million)=17.62022.07 | 30.16 | 0.8793 | |
| ABME2K Runtime (seconds)=1.16, Parameters (millions)=18.12023.04 | 30.16 | 0.8793 | |
| XVFIRuntime (ms) 480p=60, Runtime (ms) 1080p=398, Parameters (Million)=5.72022.07 | 30.12 | 0.8704 | |
| XVFI2K Runtime (seconds)=0.36, Parameters (millions)=5.62023.04 | 30.12 | 0.8704 | |
| BMBCRuntime (ms) 480p=894, Runtime (ms) 1080p=5787, Parameters (Million)=11.02022.07 | 29.35 | 0.8791 | |
| RIFERuntime (ms) 480p=12, Runtime (ms) 1080p=56, Parameters (Million)=10.12022.07 | 29.14 | 0.8765 | |
| RIFE-LargeRuntime (ms) 480p=54, Runtime (ms) 1080p=350, Parameters (Million)=10.12022.07 | 28.94 | 0.8721 | |
| DAINRuntime (ms) 480p=130*, Runtime (ms) 1080p=210, Parameters (Million)=24.0*2022.07 | 26.78 | 0.8065 | |
| VFIformerParameters (millions)=24.22023.04 | 24.58 | 0.8054 | |
| CAIN2K Runtime (seconds)=0.14, Parameters (millions)=42.82023.04 | 24.5 | 0.7522 | |
| CDFI2K Runtime (seconds)=1.24, Parameters (millions)=5.02023.04 | 24.49 | 0.7419 | |
| SepConv2K Runtime (seconds)=0.41, Parameters (millions)=21.62023.04 | 24.34 | 0.742 | |
| AdaCoF2K Runtime (seconds)=0.28, Parameters (millions)=22.92023.04 | 24.13 | 0.7338 | |
| AdaCoFRuntime (ms) 480p=36, Parameters (Million)=21.82022.07 | 23.9 | 0.7271 | |
| BMBC2K Runtime (seconds)=6.45, Parameters (millions)=11.02023.04 | 22.86 | 0.7269 |