Table 5 Accuracy of deep learning model on the raw dataset.

From: Integrating deep learning for visual question answering in Agricultural Disease Diagnostics: Case Study of Wheat Rust

Model

Accuracy on Raw Data

Accuracy on WheatRustDL2024

 

Training

Testing

Training

Testing

InceptionNet v3

67.68

67.98

63.5

69.73

VGG 16

88.30

88.81

86.21

88.36

ResNet 50

98.67

95.81

99.13

97.69

ResNet 152

98.41

94.68

98.72

97.62

EfficientNet B0

96.50

95.68

94.64

95.76

EfficientNet B1

95.26

94.81

94.21

95.76

EfficientNet B2

95.09

94.18

93.86

95.38

EfficientNet B3

67.27

75.38

94.30

95.03

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