Table 7 Summary of the hyperparameter optimization calculated on the validation set.

From: Manually annotated and curated Dataset of diverse Weed Species in Maize and Sorghum for Computer Vision

model

learning rate (*10−4)

best epoch

f1-score (%)

EfficientNet_b0

2.37

8

88.75

EfficientNet_b0

8.93

1

83.93

EfficientNet_b0

5.40

32

90.00

EfficientNet_b0

3.97

8

89.35

EfficientNet_b0

1.43

26

88.88

ResNet-10

2.37

20

88.24

ResNet-10

8.93

1

81.28

ResNet-10

5.40

21

88.74

ResNet-10

3.97

20

88.70

ResNet-10

1.43

20

87.75

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