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ResearchFormerly WizWand

Video Frame Interpolation on Xiph-2k

37.36PSNRHiFI
34.073634.926835.7836.6332Apr 7, 2022Sep 7, 2022Feb 8, 2023Jul 12, 2023Dec 12, 2023May 14, 2024Oct 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.1037.3696.9
VFIMambaTraining Dataset=Vimeo-90K + X-TRAIN2024.0737.1394.51
EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.1036.994.5
VFIMamba-STraining Dataset=Vimeo-90K + X-TRAIN2024.0736.7294.28
IQ-VFITraining dataset=Vimeo2024.1036.6894.2
FILMTraining dataset=Vimeo2024.1036.6695.1
HiFITraining dataset=Vimeo + X-TRAIN2024.1036.6496.7
SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.0436.6294.4
SGM-VFITraining Dataset=Vimeo-90K + X-TRAIN2024.0736.5794.24
EMA-VFI-STraining Dataset=Vimeo-90K2024.0736.5594.21
M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.0436.4596.7
M2M-VFITraining Dataset=Vimeo-90K2024.0736.4494.27
M2MTraining dataset=Vimeo2024.1036.4496.7
AMT-GTraining Dataset=Vimeo-90K2024.0736.3894.1
AMTTraining dataset=Vimeo2024.1036.3894.1
FILMTraining Dataset=Vimeo-90K2024.0736.3293.43
AMT-LTraining Dataset=Vimeo-90K2024.0736.2794.02
IFRNet-LTraining Dataset=Vimeo-90K2024.0736.2193.74
RIFETraining Dataset=Vimeo-90K2024.0736.1993.8
RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.0436.1596.2
M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.0436.1496.5
DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.0435.9794
CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.0435.2193.7
ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.0435.1896.4
AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.0434.8292.7
FLDRTraining Dataset=X-TRAIN2024.0734.892.8
SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.0434.7792.9
XVFITraining Dataset=X-TRAIN2024.0734.7692.58
BiFormerTraining Dataset=Vimeo-90K + X-TRAIN2024.0734.292.46