Video Frame Interpolation on Vimeo90K
36.85PSNRTCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TCLTraining dataset=Vimeo2024.10 | 36.85 | 0.982 | |
| EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.10 | 36.64 | 0.982 | |
| IQ-VFITraining dataset=Vimeo2024.10 | 36.6 | 0.982 | |
| AMTTraining dataset=Vimeo2024.10 | 36.53 | 0.982 | |
| VFIformer2022.05 | 36.5 | 0.9816 | |
| UPR-NetTraining dataset=Vimeo2024.10 | 36.42 | 0.982 | |
| FITUGTraining dataset=Vimeo2024.10 | 36.34 | 0.981 | |
| EBME-H*parameters (millions)=3.9, runtime (seconds)=0.082022.06 | 36.19 | 0.981 | |
| ABME2022.02 | 36.18 | 0.9805 | |
| ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.04 | 36.18 | 0.981 | |
| ABMEparameters (millions)=18.1, runtime (seconds)=0.282022.06 | 36.18 | 0.981 | |
| ABME2022.05 | 36.18 | 0.9805 | |
| HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.10 | 36.12 | 0.98 | |
| SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.04 | 36.1 | 0.98 | |
| SoftSplat2022.06 | 36.1 | 0.97 | |
| RIFEmodel_variant=Large2022.05 | 36.1 | 0.9801 | |
| EBME-Hparameters (millions)=3.9, runtime (seconds)=0.042022.06 | 36.06 | 0.98 | |
| FILMTraining dataset=Vimeo2024.10 | 36.06 | 0.97 | |
| CURE2022.02 | 35.73 | 0.9789 | |
| HiFITraining dataset=Vimeo + X-TRAIN2024.10 | 35.7 | 0.979 | |
| EBMEparameters (millions)=3.9, runtime (seconds)=0.022022.06 | 35.58 | 0.978 | |
| RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.04 | 35.51 | 0.978 | |
| M2MTraining dataset=Vimeo2024.10 | 35.42 | 0.975 | |
| M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.04 | 35.4 | 0.978 | |
| RRIN2022.02 | 35.22 | 0.9643 | |
| XVFI2022.02 | 35.07 | 0.976 | |
| XVFIparameters (millions)=5.5, runtime (seconds)=0.12022.06 | 35.07 | 0.968 | |
| XVFITraining dataset=Vimeo / X-TRAIN2024.10 | 35.07 | 0.976 | |
| M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.04 | 35.06 | 0.976 | |
| BMBC2022.02 | 35.01 | 0.9764 | |
| BMBCGFLOPS (share)=441, GFLOPS (unshare)=376, Speed (ms/f)=1213, Arbitrary Interpolation=true2022.04 | 35.01 | 0.976 | |
| BMBCparameters (millions)=11, runtime (seconds)=0.822022.06 | 35.01 | 0.976 | |
| BMBC2022.05 | 35.01 | 0.9764 | |
| ECMparameters (millions)=4.72022.06 | 34.95 | 0.975 | |
| DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.04 | 34.71 | 0.976 | |
| DAINparameters (millions)=24, runtime (seconds)=0.152022.06 | 34.71 | 0.976 | |
| DAIN2022.05 | 34.71 | 0.9756 | |
| CAIN2022.02 | 34.65 | 0.973 | |
| CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.04 | 34.65 | 0.973 | |
| CAINparameters (millions)=42.8, runtime (seconds)=0.042022.06 | 34.65 | 0.973 | |
| CAIN2022.05 | 34.65 | 0.973 | |
| AdaCoF2022.02 | 34.47 | 0.973 | |
| AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.04 | 34.47 | 0.973 | |
| AdaCoFparameters (millions)=22.9, runtime (seconds)=0.032022.06 | 34.47 | 0.973 | |
| AdaCoF2022.05 | 34.47 | 0.973 | |
| MEMC-Net*2018.10 | 34.4 | 0.9742 | |
| MEMC-Net2018.10 | 34.02 | 0.9704 | |
| MEMC-Net_sScale=Small2018.10 | 33.97 | 0.9721 | |
| SepConvLoss=L12018.10 | 33.79 | 0.9702 | |
| SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.04 | 33.79 | 0.97 | |
| SepConv2022.05 | 33.79 | 0.9702 | |
| ToFlow+MaskMasking=true2018.10 | 33.73 | 0.9682 | |
| ToFlow2022.02 | 33.73 | 0.9682 | |
| ToFlow2022.05 | 33.73 | 0.9682 | |
| ToFlow2018.10 | 33.53 | 0.9668 | |
| MIND2018.10 | 33.5 | 0.9429 | |
| SepConvLoss=Lf2018.10 | 33.45 | 0.9674 | |
| CyclicGen2022.05 | 32.09 | 0.949 | |
| EpicFlow2018.10 | 32.02 | 0.9622 | |
| SPyNet2018.10 | 31.95 | 0.9601 | |
| DVF2018.10 | 31.54 | 0.9462 | |
| SepConv2022.02 | 27.32 | 0.9481 |