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

Table 7

Comparisons of different models for the classification of CHM based on the same basic student network ResNet18.

Model	Parameters	FLOPs	Accuracy
SigRes18	11.69 M	1.82 G	74.05
SigAttRes18	11.69 M	1.83 G	75.10
MulRes18(18)-1	11.69 M	1.82 G	77.63
MulRes18(18)-2	11.69 M	1.82 G	77.85
MTALRes18(18)-1 (ours)	11.69 M	1.83 G	78.50
MTALRes18(18)-2(ours)	11.69 M	1.83 G	78.70