Table 2.

Disentanglement metrics for two splatter-simulated single-cell RNA-seq datasets with four ground truth variables

		Spearman correlation gap	FactorVAE metric	MIG
Linear step	PCA	0.57	0.36	0.56
	VAE	0.37	0.44	0.39
	-TCVAE	0.65	0.33	0.72
Non-linear step	PCA	0.60	0.36	0.58
	VAE	0.4	0.38	0.38
	-TCVAE	0.55	0.34	0.73

The dimensionality of the latent space was 4 for all three approaches