分类模型

镜片直径

环曲度

镜片曲率半径

Resnet50

Resnet50-CBAM

Resnet50-GAM

Resnet50

Resnet50-CBAM

Resnet50-GAM

Resnet50

Resnet50-CBAM

Resnet50-GAM

Accuracy

0.843

0.860

0.892

0.823

0.830

0.866

0.748

0.765

0.791

Precision

0.822

0.867

0.879

0.792

0.847

0.863

0.727

0.772

0.771

Sensitivity

0.833

0.873

0.887

0.813

0.857

0.872

0.738

0.778

0.782

F1 Score

0.831

0.871

0.875

0.813

0.851

0.851

0.736

0.776

0.783

Specificity

0.861

0.842

0.871

0.841

0.843

0.854

0.766

0.758

0.770