segmentation-model-v3.1.3_junctions

Performance Metrics

Class	Precision	Precision_std	Recall	Recall_std	Mean_IoU	Mean_IoU_std
Junction	58.06	22.42	63.56	22.77	38.94	8.03
process	89.43	6.1	89.82	3.66	58	7.65
soma	86.59	30.33	75.56	32.97	82.81	23.2
spine	35.83	15.01	29.07	11.24	37.72	6.19

Performance Metrics

Bio object	gt	pr	pr/gt
Total_area_of_neuronal_process_um^2	1.03571e+06	1.41578e+06	136.70%
junctions_count	521	580	111.32%
Total_Length_of_neuronal_process_um	81753.7	81021.4	99.10%
Total_Area_of_soma_um^2	170835	140050	81.98%
Number_of_soma_count	50	34	68.00%
Number_of_spine_count	783	347	44.32%
Total_area_of_spine_um^2	41147	14780	35.92%

Plots