MTAL: A Novel Chinese Herbal Medicine Classification Approach with Mutual Triplet Attention Learning

Table 8

Comparisons of different models for the classification of CHM based on the same basic student network ResNet50.

Model	Parameters	FLOPs	Accuracy
SigRes50	25.56 M	4.12 G	76.90
SigAttRes50	25.56 M	4.17 G	78.45
MulRes50(50)-1	25.56 M	4.12 G	80.40
MulRes50(50)-2	25.56 M	4.12 G	80.60
MTALRes50(50)-1(ours)	25.56 M	4.17 G	81.64
MTALRes50(50)-2(ours)	25.56 M	4.17 G	81.35