Table 4.
Quantitative detection performance on two EM datasets.
EM | Methods | Precision (%) | Recall (%) | F1 Score (%) |
---|---|---|---|---|
ATUM-SEM | U-Net | 79.5 | 90.8 | 84.8 |
3D U-Net | 79.1 | 83.2 | 81.1 | |
Fusion-FCN | 91.2 | 91.2 | 91.2 | |
Ours | 90.4 | 93.4 | 91.9 | |
Ours (test-time aug16) | 91.1 | 93.4 | 92.2 | |
FIB-SEM | Lucchi | 78.8 | 81.3 | 80.0 |
U-Net | 79.4 | 84.4 | 81.8 | |
3D U-Net | 81.8 | 84.4 | 83.1 | |
Ours | 85.3 | 90.6 | 87.9 | |
Ours (test-time aug16) | 88.2 | 93.8 | 90.9 |