Table 5 Comparative performance of the proposed MobileNetV3.

From: MapReduce-based deep learning framework for potato leaf disease detection in sustainable precision agriculture

Model

Test accuracy (%)

Sensitivity

Specificity

F1-score

ResNet50

89.8

88.9

90.7

89.8

ResNet101

86.5

86.5

86.6

86.1

DenseNet-121

91.2

90.7

91.6

91.2

EfficientNet-B3

91.7

90.9

92.5

91.7

RegNetY040

95.4

94.4

94.3

95.5

MobileNetV3

96.8

95.3

97.7

96.4

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