Table 4 Comparative experimental results.

From: Multi-branch and multi-label tree species classification using deep learning for UAV aerial photography and Sentinel remote sensing images

 

Micro

Weighted

mAP

F1-score

Precision

Recall

F1-Score

Precision

Recall

MMTSC

72.05

78.93

67.42

71.73

81.74

67.42

76.60

EfficientNetB0 50

69.90

75.13

67.02

70.23

78.61

67.02

74.95

ConvNeXttiny 51

65.14

71.46

61.47

66.63

74.98

61.47

68.57

ResNet18 52

69.23

74.91

65.18

68.59

79.14

65.18

73.44

MobileNetV3 53

66.21

72.31

62.56

67.76

75.72

62.56

69.29

RegNetX800MF 54

70.74

75.85

67.56

70.79

79.26

67.56

75.22

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