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Table 3 Disentanglement metrics for three PROSSTT-simulated single-cell RNA-seq datasets with three ground truth variables

From: MichiGAN: sampling from disentangled representations of single-cell data using generative adversarial networks

   FactorVAE metric MIG
3 trajectories PCA 0.54 0.10
  VAE 0.58 0.08
  β-TCVAE 0.64 0.27
4 trajectories PCA 0.59 0.12
  VAE 0.61 0.12
  β-TCVAE 0.72 0.15
5 trajectories PCA 0.59 0.06
  VAE 0.53 0.06
  β-TCVAE 0.62 0.26