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ResearchFormerly WizWand

Video Frame Interpolation on X4K1000FPS (X-TEST)

31.86PSNRNCM (Ours-Large)
22.524.9327.3629.79Jul 14, 2022Aug 27, 2022Oct 10, 2022Nov 23, 2022Jan 6, 2023Feb 19, 2023Apr 5, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NCM (Ours-Large)Runtime (ms) 480p=122, Runtime (ms) 1080p=419, Parameters (Million)=12.12022.0731.860.9225
NCM (Ours-Base)Runtime (ms) 480p=38, Runtime (ms) 1080p=82, Parameters (Million)=12.12022.0731.630.9185
BiFormer2K Runtime (seconds)=0.53, Parameters (millions)=11.22023.0431.320.9212
M2M-PWC2K Runtime (seconds)=0.07, Parameters (millions)=7.62023.0430.810.912
ABMERuntime (ms) 480p=226, Runtime (ms) 1080p=1386, Parameters (Million)=17.62022.0730.160.8793
ABME2K Runtime (seconds)=1.16, Parameters (millions)=18.12023.0430.160.8793
XVFIRuntime (ms) 480p=60, Runtime (ms) 1080p=398, Parameters (Million)=5.72022.0730.120.8704
XVFI2K Runtime (seconds)=0.36, Parameters (millions)=5.62023.0430.120.8704
BMBCRuntime (ms) 480p=894, Runtime (ms) 1080p=5787, Parameters (Million)=11.02022.0729.350.8791
RIFERuntime (ms) 480p=12, Runtime (ms) 1080p=56, Parameters (Million)=10.12022.0729.140.8765
RIFE-LargeRuntime (ms) 480p=54, Runtime (ms) 1080p=350, Parameters (Million)=10.12022.0728.940.8721
DAINRuntime (ms) 480p=130*, Runtime (ms) 1080p=210, Parameters (Million)=24.0*2022.0726.780.8065
VFIformerParameters (millions)=24.22023.0424.580.8054
CAIN2K Runtime (seconds)=0.14, Parameters (millions)=42.82023.0424.50.7522
CDFI2K Runtime (seconds)=1.24, Parameters (millions)=5.02023.0424.490.7419
SepConv2K Runtime (seconds)=0.41, Parameters (millions)=21.62023.0424.340.742
AdaCoF2K Runtime (seconds)=0.28, Parameters (millions)=22.92023.0424.130.7338
AdaCoFRuntime (ms) 480p=36, Parameters (Million)=21.82022.0723.90.7271
BMBC2K Runtime (seconds)=6.45, Parameters (millions)=11.02023.0422.860.7269