Extended Data Fig. 4: Models pretrained on Cellpose dataset outperform models pretrained on other datasets.

a, Average precision at IoU threshold 0.5 on the TissueNet test set for the Cellpose model pretrained on the LiveCell dataset versus pretrained on the Cellpose dataset. b, Average precision on the TissueNet test set as a function of the number of training ROIs, for models 1) trained from scratch, 2) pretrained with the Cellpose dataset (same as Fig. 3b), or 3) pretrained with the LiveCell dataset. c, Average precision on the LiveCell test set for the Cellpose model pretrained on the TissueNet dataset versus pretrained on the Cellpose dataset. d, Average precision at IoU threshold on the LiveCell test set as a function of the number of training ROIs from the LiveCell dataset, for models 1) trained from scratch, 2) pretrained with the Cellpose dataset (same as Fig. 3d), or 3) pretrained with the TissueNet dataset.