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Table 3 Performance of the four CNN models in classification of Chinese fir seedlings under drought and heat stress

From: A CNN-LSTM-att hybrid model for classification and evaluation of growth status under drought and heat stress in chinese fir (Cunninghamia lanceolata)

Stress

CNN Model

Acc (%)

Pr (%)

Re(%)

F1-score (%)

Heat

Alxnet

69.94

69.80

69.90

69.84

VGG16

69.47

68.87

69.44

69.15

Resnet18

71.91

71.88

71.77

71.82

Resnet50

77.05

76.74

76.94

76.84

Drought

Alxnet

70.29

70.44

70.26

70.34

VGG16

69.06

70.21

69.03

69.61

Resnet18

71.72

72.11

71.70

71.90

Resnet50

75.20

75.33

75.19

75.26

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Plant Methods

ISSN: 1746-4811