Table 7

Comparison of model sizes (in terms of the number of parameters) and computational complexity of inference (in terms of FLOPs) of four benchmarking methods.

MethodNumber of ParametersFLOPs
FlowNet3D [25]1.23 M (308X)11.67 G (61X)
PointPWC Net [41]7.72 M (1930X)17.46 G (92X)
FLOT [32]110 K (28X)54.65 G (288X)
PointFlowHop (Ours)4 K (1X)190 M (1X)

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