ResearchBenchmarksInfection Subspace Disentanglement on Malaria scRNA-seqFollow0.235Silhouette Score (Infection Label)sisPCA-0.046840.026330.09950.17267Oct 31, 2024Evaluation ResultsMethodMethodLinksSilhouette Score (Infection Label)Silhouette Score (Time Label)sisPCALinearity=LinearLinearity=Linear2024.100.235-0.028sPCALinearity=LinearLinearity=Linear2024.100.207-0.029supVAELinearity=Non-linearLinearity=Non-linear2024.100.0410.052PCALinearity=LinearLinearity=Linear2024.10-0.0140.311hsVAELinearity=Non-linearLinearity=Non-linear2024.10-0.0150.015VAELinearity=Non-linearLinearity=Non-linear2024.10-0.0360.296