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 |