表 3.

电镜分支采用不同方法的实验结果对比

Experimental results using different methods for the TEM branch

Models	Methods	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
Random: Select TEM images randomly. I-MIL: Select TEM images with Instance-level Multi-Instance Learning method.
TEM model	Random	76.95±5.90	78.33±6.44	77.00±5.98	76.98±5.79
	I-MIL	38.08±3.78	36.73±3.61	38.20±3.44	35.60±3.71
IM&TEM model	Random	87.50±4.75	87.93±4.40	87.00±4.11	87.33±4.69
	I-MIL	87.09±2.43	87.00±2.20	86.93±2.72	86.67±2.39
OM&TEM model	Random	73.75±3.12	74.27±3.22	73.40±2.84	73.27±2.90
	I-MIL	75.83±2.12	76.73±3.19	75.87±2.07	75.60±2.12
OM&IM&TEM model	Random	87.91±2.43	88.73±2.14	88.27±2.58	87.93±2.31
	I-MIL	88.34±2.12	88.73±2.40	88.27±2.23	88.13±2.08