Table 7.
Comparison of results of synapse detection on axon
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 |