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ResearchFormerly WizWand

Video Frame Interpolation on Xiph4K

35.4PSNRHiFI
22.327225.721129.11532.5089Feb 28, 2022Aug 7, 2022Jan 14, 2023Jun 23, 2023Nov 30, 2023May 8, 2024Oct 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.1035.40.953
IQ-VFITraining dataset=Vimeo2024.1034.720.905
EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.1034.670.907
AMTTraining dataset=Vimeo2024.1034.630.904
BiFormerTraining dataset=Vimeo + X-TRAIN2024.1034.480.927
HiFITraining dataset=Vimeo + X-TRAIN2024.1034.450.948
M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.0433.930.945
M2MTraining dataset=Vimeo2024.1033.920.945
FILMTraining dataset=Vimeo2024.1033.780.906
SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.0433.60.901
DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.0433.510.898
RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.0433.270.942
M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.0433.250.942
CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.0432.560.901
ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.0432.360.94
AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.0432.190.882
SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.0432.060.88
CURE2022.0230.940.9389
ABME2022.0230.740.9366
CAIN2022.0229.940.9184
RRIN2022.0229.30.9232
AdaCoF2022.0228.570.9093
XVFI2022.0228.460.9121
BMBC2022.0228.030.9131
ToFlow2022.0227.530.995
SepConv2022.0222.830.9748