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. 2024 Jun 25;14:14629. doi: 10.1038/s41598-024-65092-3

Table 1.

Mean and standard deviation of precision, recall and F1 metrics computed on the validation-sets of a 6-fold cross-validation training procedure.

Method Prec. (%) Rec. (%) F1 (%)
BCFind-v2 81.2 ± 5.8 74.7 ± 8.9 77.4 ± 4.2
StarDist (ResNet) 85.1 ± 3.5 67.9 ± 6.2 75.3 ± 3.7
StarDist (UNet) 85.3 ± 5.7 67.4 ± 11.7 74.5 ± 6.4
CellPose 79.7 ± 3.7 32.4 ± 6.2 45.6 ± 5.9

Set splits are determined by the slab membership of the input volumes: volumes belonging to the same slab were always grouped together. Annotations for this experiment come from random volumes taken from slabs 1–6.