Fig 2. Two-dimensional UMAP embeddings of original, reconstruction, and simulated data for Cell Painting level 5 consensus signatures in the test set.

We fit UMAP using only the original test set data and transformed the reconstructed and simulated data into this space. We simulated data by sampling from a unit Gaussian with the same dimensions as the latent space, using the same number of points as samples in the test set.