Skip to main content
. 2021 Oct 12;26(1):172–182. doi: 10.1109/JBHI.2021.3119325

TABLE VII. Comparison of COVID-19 Classification Performance (%) With Existing Augmentation Approaches (SEN–Sensitivity, SPE–Specificity, ACC–Accuracy, AUC–Area Under Curve, HL–Hard Labeling, SL–Soft Labeling).

SEN SPE ACC AUC Inline graphic
Baseline Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Cutout [43] Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
CutMix [44] Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Mixup [42] Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Mixup w.HL Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
MINI w.HL Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
MINI w.SL Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic