Table 3 Metric evaluation results for different attention label usage rates in training.
From: Attention-guided jaw bone lesion diagnosis in panoramic radiography using minimal labeling effort
Metric | 0% (Baseline) | 5% | 10% | 20% | 50% | 100% |
|---|---|---|---|---|---|---|
Accuracy | \(92.41 \pm 2.32\) | \(96.57 \pm 1.51\) | \(97.78 \pm 1.03\) | \(97.87 \pm 1.19\) | \(97.69 \pm 0.97\) | \(99.17 \pm 0.54\) |
Sensitivity | \(88.16 \pm 3.51\) | \(94.69 \pm 2.44\) | \(96.66 \pm 1.55\) | \(97.00 \pm 1.71\) | \(96.41 \pm 1.64\) | \(98.80 \pm 0.80\) |
Specificity | \(94.49 \pm 1.68\) | \(97.42 \pm 1.17\) | \(98.38 \pm 0.76\) | \(98.42 \pm 0.87\) | \(98.26 \pm 0.74\) | \(99.38 \pm 0.41\) |
