Table 3 Experiment results of different component

From: Exploring spatiotemporal changes in cities and villages through remote sensing using multibranch networks

Model

P(%)

R(%)

F(%)

AP(%)

PQ(M)

Time(s)

Ours(No-CHA)

81.54

89.35

85.27

28.09

14.54

9.28

Ours(No-GNPA)

82.97

90.69

86.66

28.88

15.22

10.07

Ours

84.38

92.04

88.04

31.43

18.14

11.95

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