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Table 5 Quantitative detection performance for two EM datasets

From: Effective automated pipeline for 3D reconstruction of synapses based on deep learning

Metrics Sun [18] U-Net [23] F-RCNN F-RCNN + F-RCNN + F-RCNN + fusion +
     fusion continuity continuity
ATUM-SEM DATASET    
AP 67.6% 74.9% 84.1% 89.7% 86.8% 92.8%
F1 64.8% 74.8% 79.3% 83.6% 83.9% 89.2%
FIB-SEM DATASET    
Metrics Becker [15] U-Net [23] F-RCNN F-RCNN + F-RCNN + F-RCNN + fusion +
     fusion continuity continuity
AP 90.6% 82.4% 90.9% 91.9% 92.4% 93.5%
F1 88.4% 82.0% 88.5% 90.6% 89.2% 91.4%