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ResearchFormerly WizWand

Video Frame Interpolation on Vimeo90K

36.85PSNRTCL
26.938829.511932.08534.6581Oct 20, 2018Oct 19, 2019Oct 18, 2020Oct 17, 2021Oct 17, 2022Oct 16, 2023Oct 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TCLTraining dataset=Vimeo2024.1036.850.982
EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.1036.640.982
IQ-VFITraining dataset=Vimeo2024.1036.60.982
AMTTraining dataset=Vimeo2024.1036.530.982
VFIformer2022.0536.50.9816
UPR-NetTraining dataset=Vimeo2024.1036.420.982
FITUGTraining dataset=Vimeo2024.1036.340.981
EBME-H*parameters (millions)=3.9, runtime (seconds)=0.082022.0636.190.981
ABME2022.0236.180.9805
ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.0436.180.981
ABMEparameters (millions)=18.1, runtime (seconds)=0.282022.0636.180.981
ABME2022.0536.180.9805
HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.1036.120.98
SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.0436.10.98
SoftSplat2022.0636.10.97
RIFEmodel_variant=Large2022.0536.10.9801
EBME-Hparameters (millions)=3.9, runtime (seconds)=0.042022.0636.060.98
FILMTraining dataset=Vimeo2024.1036.060.97
CURE2022.0235.730.9789
HiFITraining dataset=Vimeo + X-TRAIN2024.1035.70.979
EBMEparameters (millions)=3.9, runtime (seconds)=0.022022.0635.580.978
RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.0435.510.978
M2MTraining dataset=Vimeo2024.1035.420.975
M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.0435.40.978
RRIN2022.0235.220.9643
XVFI2022.0235.070.976
XVFIparameters (millions)=5.5, runtime (seconds)=0.12022.0635.070.968
XVFITraining dataset=Vimeo / X-TRAIN2024.1035.070.976
M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.0435.060.976
BMBC2022.0235.010.9764
BMBCGFLOPS (share)=441, GFLOPS (unshare)=376, Speed (ms/f)=1213, Arbitrary Interpolation=true2022.0435.010.976
BMBCparameters (millions)=11, runtime (seconds)=0.822022.0635.010.976
BMBC2022.0535.010.9764
ECMparameters (millions)=4.72022.0634.950.975
DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.0434.710.976
DAINparameters (millions)=24, runtime (seconds)=0.152022.0634.710.976
DAIN2022.0534.710.9756
CAIN2022.0234.650.973
CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.0434.650.973
CAINparameters (millions)=42.8, runtime (seconds)=0.042022.0634.650.973
CAIN2022.0534.650.973
AdaCoF2022.0234.470.973
AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.0434.470.973
AdaCoFparameters (millions)=22.9, runtime (seconds)=0.032022.0634.470.973
AdaCoF2022.0534.470.973
MEMC-Net*2018.1034.40.9742
MEMC-Net2018.1034.020.9704
MEMC-Net_sScale=Small2018.1033.970.9721
SepConvLoss=L12018.1033.790.9702
SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.0433.790.97
SepConv2022.0533.790.9702
ToFlow+MaskMasking=true2018.1033.730.9682
ToFlow2022.0233.730.9682
ToFlow2022.0533.730.9682
ToFlow2018.1033.530.9668
MIND2018.1033.50.9429
SepConvLoss=Lf2018.1033.450.9674
CyclicGen2022.0532.090.949
EpicFlow2018.1032.020.9622
SPyNet2018.1031.950.9601
DVF2018.1031.540.9462
SepConv2022.0227.320.9481