Fig. 2.

Generation performance of VAE, -TCVAE, WGAN-GP, PCA, and GMM on the Tabula Muris heart data and the whole Tabula Muris data. a Random forest error for the five methods on the Tabula Muris heart data during training. b Random forest error for the five methods on the whole Tabula Muris data during training. c Inception score for the five methods on the Tabula Muris heart data during training. d Inception score for the five methods on the whole Tabula Muris data during training. Error bars indicate standard deviation across five runs. For clarity, the error bars for PCA and GMM are omitted because of their small and large variability