Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy
Fig 6
Low shot performance on HPA datasets.
Top row: results on the HPA-FoV dataset. Bottom row: results on the HPA-SC dataset. Left column: results of the protein localization classification task. Right column: results of the cell-line prediction task. All plots: the horizontal axis is the percent of labeled images used for training in logarithmic scale. The vertical axis is the F1-score of the corresponding classification task.