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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