Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy
Table 3
Nearest neighbors search evaluation.
F1-scores obtained with the HPA-FoV and HPA-SC datasets on the protein localization (PL) classification and cell-line (CL) prediction tasks. The SSL Type column reports the self-supervised principle used by the method, and the Supervision column indicates the type of labels used by the model during training.