ResearchBenchmarksTime point Subspace Disentanglement on Malaria scRNA-seqFollow-0.014Silhouette Score (Infection)PCA-0.10032-0.07791-0.0555-0.03309Oct 31, 2024Evaluation ResultsMethodMethodLinksSilhouette Score (Infection)Silhouette Score (Time)PCALinearity=LinearLinearity=Linear2024.10-0.0140.311VAELinearity=Non-linearLinearity=Non-linear2024.10-0.0360.296hsVAELinearity=Non-linearLinearity=Non-linear2024.10-0.0690.582sPCALinearity=LinearLinearity=Linear2024.10-0.0750.348supVAELinearity=Non-linearLinearity=Non-linear2024.10-0.0870.479sisPCALinearity=LinearLinearity=Linear2024.10-0.0970.355