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Table 7 Comparison of results of synapse detection on axon

From: Learning-guided automatic three dimensional synapse quantification for drosophila neurons

Algorithm Precision Recall F-Measure
3D Object Counter 87.94 63.06 72.20
3D Object Counter + RATS 90.79 61.53 72.13
ilastik 87.87 66.95 74.72
Proposed: model output 87.58 82.84 84.98
Proposed: splitting guided by the model 93.27 87.00 89.80