Table 2. Agreement between DoGNet and three independent human experts on the task of synapse detection on the PRISM dataset.
Trial | F1 Score | Precision | Recall |
---|---|---|---|
Shallow Isotropic vs Expert 1 | 0.83 | 0.83 | 0.84 |
Shallow Isotropic vs Expert 2 | 0.87 | 0.91 | 0.83 |
Shallow Isotropic vs Expert 3 | 0.86 | 0.90 | 0.83 |
Expert 1 vs Expert 2 | 0.82 | 0.86 | 0.78 |
Expert 3 vs Expert 2 | 0.81 | 0.81 | 0.8 |
Expert 3 vs Expert 1 | 0.77 | 0.79 | 0.8 |