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. 2023 Apr 14;3:e11. doi: 10.1017/S2633903X23000090

Table 3.

Quantitative evaluation of the cell nuclei segmentation accuracy of the pretrained Cellpose and two pretrained StarDist models, as well as the new model Cellpose and StarDist models trained on the IMAXT and public datasets.

Method Model Pixel-wise F1 Object-wise F1
Cellpose Nuclei 0.68 ± 0.24 0.59 ± 0.28
IMAXT Cellpose 0.86 ± 0.04 0.79 ± 0.12
StarDist 2D paper dsb2018 0.73 ± 0.17 0.51 ± 0.29
2D versatile fluo 0.80 ± 0.06 0.59 ± 0.22
IMAXT StarDist 0.85 ± 0.03 0.76 ± 0.08