Table 2.
Selection Strategy | AUC | Accuracy | Recall |
---|---|---|---|
Random | 0.9546 | 0.9830 | 0.7729 |
BALD | 0.9856 | 0.9829 | 0.7922 |
GAN + BALD | 0.9931 | 0.9849 | 0.8743 |
Entropy | 0.9786 | 0.9789 | 0.8598 |
Confidence | 0.9804 | 0.9804 | 0.8526 |
AIFT | 0.9807 | 0.9832 | 0.8712 |
O-MedAL | 0.9918 | 0.9854 | 0.8894 |
Our | 0.9950 | 0.9890 | 0.9080 |