Table 8 Quantitative segmentation performance across datasets.
From: AttenUNeT X with iterative feedback mechanisms for robust deep learning skin lesion segmentation
Metric | ISIC 2018 (Task 3) | PH2 dataset | ISIC 2017 dataset |
|---|---|---|---|
DiceCo-efficient | 0.9211 | 0.9500 | 0.8542 |
Intersection over Union (IoU) | 0.8533 | 0.9000 | 0.7454 |
Pixel accuracy | 0.9824 | 0.9808 | 0.9125 |
Precision | 0.9633 | 0.9583 | 0.8216 |
Recall | 0.9808 | 0.9478 | 0.8894 |
AUC | 0.9961 | 0.9906 | 0.9325 |
