ResearchBenchmarksDisentangled Representation Learning on Single Cell RNA-Sequencing common structureDisentangled Representation Learning on Single Cell RNA-Sequencing common structureFollow0.949K-Means NMI (Stimulation, w)CSVAE0.59020.683350.77650.86965Jun 20, 2025Evaluation resultsMethodMethodLinksK-Means NMI (Stimulation, w)K-Means NMI (Cell Type)K-Means NMI (Stimulation, z)CSVAEadversarial=falseadversarial=false2025.060.9490.7020.187CSVAEadversarial=trueadversarial=true2025.060.9390.4060.002HCSVAEadversarial=falseadversarial=false2025.060.9330.6280.091HCSVAEadversarial=trueadversarial=true2025.060.9310.4330.003DisCoVR2025.060.9060.7160.002DIVA2025.060.8010.6280.056CCVAE2025.060.6040.6830.103