Regarding the generation capability, we observe that VAE-MINE and LaggingVAE exhibit similar performance in terms of PPL and FPPL (sample quality) and outperform the other baselines by a significant margin.
vAE-MINE performs significantly better than others in terms of RPPL (sample diversity).