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. 2021 May 20;22:158. doi: 10.1186/s13059-021-02373-4

Table 3.

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

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