Study sites | Method | Precision | Recall | F1 | mAP |
---|---|---|---|---|---|
S1 | ResNet-50-FPN | 92.75 \(\pm\) 0.61 | 98.56 \(\pm\) 1.04 | 97.99 \(\pm\) 1.27 | 97.59 \(\pm\) 1.65 |
ResNet-101-FPN | 93.46 \(\pm\) 0.71 | 98.90 \(\pm\) 1.21 | 98.61 \(\pm\) 1.40 | 98.32 \(\pm\) 1.60 | |
S2 | ResNet-50-FPN | 83.89 \(\pm\) 0.95 | 90.43 \(\pm\) 1.36 | 87.61 \(\pm\) 1.42 | 84.98 \(\pm\) 1.57 |
ResNet-101-FPN | 85.21 \(\pm\) 0.74 | 91.38 \(\pm\) 1.86 | 88.51 \(\pm\) 2.05 | 85.81 \(\pm\) 2.26 |