Table 3 Performance comparison of DTViT with and without data augmentation on the testing dataset.

From: Dual-task vision transformer for rapid and accurate intracerebral hemorrhage CT image classification

Classifier

DA

Accuracy

Precision

Recall

F1 Score

Specificity

Classifier 1

Yes

1

1

1

1

1

Classifier 1

No

0.996

0.991

1

0.995

0.995

Classifier 2

Yes

0.996

0.998

0.997

0.997

1

Classifier 2

No

0.992

0.994

0.996

0.995

0.995