Video Frame Interpolation on Xiph4K
35.4PSNRHiFI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.10 | 35.4 | 0.953 | |
| IQ-VFITraining dataset=Vimeo2024.10 | 34.72 | 0.905 | |
| EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.10 | 34.67 | 0.907 | |
| AMTTraining dataset=Vimeo2024.10 | 34.63 | 0.904 | |
| BiFormerTraining dataset=Vimeo + X-TRAIN2024.10 | 34.48 | 0.927 | |
| HiFITraining dataset=Vimeo + X-TRAIN2024.10 | 34.45 | 0.948 | |
| M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.04 | 33.93 | 0.945 | |
| M2MTraining dataset=Vimeo2024.10 | 33.92 | 0.945 | |
| FILMTraining dataset=Vimeo2024.10 | 33.78 | 0.906 | |
| SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.04 | 33.6 | 0.901 | |
| DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.04 | 33.51 | 0.898 | |
| RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.04 | 33.27 | 0.942 | |
| M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.04 | 33.25 | 0.942 | |
| CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.04 | 32.56 | 0.901 | |
| ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.04 | 32.36 | 0.94 | |
| AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.04 | 32.19 | 0.882 | |
| SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.04 | 32.06 | 0.88 | |
| CURE2022.02 | 30.94 | 0.9389 | |
| ABME2022.02 | 30.74 | 0.9366 | |
| CAIN2022.02 | 29.94 | 0.9184 | |
| RRIN2022.02 | 29.3 | 0.9232 | |
| AdaCoF2022.02 | 28.57 | 0.9093 | |
| XVFI2022.02 | 28.46 | 0.9121 | |
| BMBC2022.02 | 28.03 | 0.9131 | |
| ToFlow2022.02 | 27.53 | 0.995 | |
| SepConv2022.02 | 22.83 | 0.9748 |