类别

SACNet

SSFCN

CNN-LS²CM

Ghostnet

HFGCNet

1

98.92 ± 1.90

100 ± 0.00

100 ± 0.00

99.99 ± 0.03

100 ± 0.00

2

89.43 ± 22.65

42.31 ± 18.57

11.60 ± 19.47

98.39 ± 2.36

100 ± 0.00

3

97.14 ± 4.74

0.26 ± 0.53

10.63 ± 12.00

15.24 ± 18.36

99.25 ± 2.21

4

91.52 ± 12.88

35.14 ± 35.31

40.72 ± 39.73

51.98 ± 33.27

99.20 ± 0.77

5

93.54 ± 11.07

8.69 ± 22.26

27.03 ± 28.99

44.57 ± 38.37

99.31 ± 0.45

6

99.15 ± 0.62

92.73 ± 11.75

73.16 ± 35.22

99.87 ± 0.33

99.98 ± 0.06

7

96.80 ± 3.72

23.43 ± 26.27

19.81 ± 27.30

86.43 ± 14.84

99.78 ± 0.16

8

85.78 ± 10.13

83.09 ± 24.85

12.76 ± 15.17

24.52 ± 14.4

94.91 ± 5.39

9

92.28 ± 12.83

14.05 ± 30.19

45.91 ± 22.75

53.28 ± 29.29

100 ± 0.00

10

98.27 ± 1.26

77.58 ± 19.13

33.36 ± 21.73

58.15 ± 29.07

98.86 ± 1.40

11

98.72 ± 1.84

35.76 ± 29.42

43.14 ± 29.77

59.72 ± 35.74

99.42 ± 1.04

12

99.77 ± 0.55

19.83 ± 25.86

9.45 ± 19.64

40.15 ± 24.87

99.96 ± 0.08

13

98.06 ± 3.42

96.40 ± 4.58

36.76 ± 23.83

56.46 ± 29.43

100 ± 0.00

14

99.84 ± 0.24

86.62 ± 29.65

37.43 ± 30.42

80.29 ± 18.08

99.97 ± 0.09

15

65.11 ± 25.74

14.53 ± 27.38

3.03 ± 5.34

33.37 ± 32.91

95.42 ± 4.69

16

96.48 ± 3.99

21.76 ± 13.57

44.43 ± 31.50

87.09 ± 20.08

99.64 ± 0.54

OA (%)

89.37 ± 4.40

45.79 ± 2.34

27.91 ± 7.64

54.79 ± 9.95

98.13 ± 1.05

K (%)

88.12 ± 4.96

39.77 ± 2.24

21.91 ± 8.04

49.61 ± 11.8

97.91 ± 1.17

AA (%)

93.94 ± 3.86

47.01 ± 2.12

34.32 ± 7.06

61.84 ± 11.44

99.10 ± 0.04