Table 9 Performance comparison of different Strategies for BLB disease classification.

From: Interpretable multitask deep learning model for detecting and analyzing severity of rice bacterial leaf blight

Method

Accuracy (%)

Precision (%)

Recall (%)

F1-score (%)

Raw Images (Baseline)

89.58

90.24

89.58

89.56

CBAM Attention Module

92.46

93.39

92.53

92.71

Detectron Masks + CBAM

96.23

95

95

95

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