Table 5 Ablation study of the proposed... | Emerald Publishing

Table 5

Ablation study of the proposed model

Architecture	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
ResNet	98.72	97.71	97.32	97.47
ResNet + Channel Attention	99.28	98.28	98.85	98.53
ResNet + Spatial attention	98.82	97.41	97.88	97.64
ResNet + CBAM	99.43	99.0	98.7	99.0

Architecture	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
ResNet	98.72	97.71	97.32	97.47
ResNet + Channel Attention	99.28	98.28	98.85	98.53
ResNet + Spatial attention	98.82	97.41	97.88	97.64
ResNet + CBAM	99.43	99.0	98.7	99.0

Source(s): Table created by the authors