Unsupervised Disentanglement on CMNIST (test) benchmark leaderboard · SOTA2 Research

Unsupervised Disentanglement on CMNIST (test)

0.948DCIVAE

Evaluation Results

Method	Links
VAE2021.10		0.948	0.664	0.968	0.824	0.948	0.849
β-VAE2021.10		0.945	0.705	0.963	0.809	0.945	0.874
IP-IRM2021.10		0.917	0.785	0.99	0.921	0.916	0.906
Factor-VAE2021.10		0.916	0.893	0.947	0.77	0.916	0.888
β-TCVAE2021.10		0.914	0.864	0.962	0.801	0.914	0.891
β-AnnealVAE2021.10		0.911	0.79	0.965	0.821	0.911	0.88
SimCLR2021.10		0.882	0.767	0.976	0.863	0.876	0.873