Fig. 6: The performance of cpDistiller in retrieval tasks.
From: Triple-effect correction for Cell Painting data with contrastive and domain-adversarial learning
a, b UMAP visualization for the A549 cells using the embedding acquired by Baseline and cpDistiller, colored by row (a) and column (b). Baseline represents the preprocessed but uncorrected CellProfiler-based features. c Fraction retrieved scores for retrieving sister CRISPR guides in A549 cells using embeddings of Baseline and cpDistiller, respectively. Short (_short) and long (_long) time points mean the experimental conditions. d Fraction retrieved scores for retrieving gene-compound pairs in A549 cells using the embeddings of Baseline and cpDistiller, respectively. Short (_short) and long (_long) time points mean the experimental conditions.
