Table 7 Classification Performance of HyperFusion-Net on Various ISIC Datasets.

From: HyperFusionNet combines vision transformer for early melanoma detection and precise lesion segmentation

Dataset

Accuracy

Sensitivity

Specificity

Dice

Jaccard

ISIC 2018

93.24

92.41

94.15

0.932

0.881

ISIC 2019

91.74

89.65

93.28

0.927

0.872

ISIC 2020

90.52

87.42

92.65

0.911

0.854

ISIC 2024

94.78

96.23

93.07

0.945

0.896

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