Table 7 Cross-dataset validation results: Model trained on ISIC 2018 and tested on ISIC 2017.

From: AttenUNeT X with iterative feedback mechanisms for robust deep learning skin lesion segmentation

Metric

ISIC 2018 (Task 3)

ISIC 2017 dataset

Accuracy

0.9824

0.9125

Precision

0.9633

0.8216

Recall

0.9808

0.8894

AUC

0.9961

0.9325

IoU

0.8533

0.7454

DiceCo-efficient

0.9720

0.8542

Loss

0.0429

0.2016

Back to article page