Disentanglement on Shapes3D (full) benchmark leaderboard · SOTA2 Research

Disentanglement on Shapes3D (full)

0.634DCIβ-AnnealVAE

Evaluation Results

Method	Links
β-AnnealVAE2021.10		0.634	0.813	0.758	0.786	0.598	0.634	0.704
β-TCVAE2021.10		0.556	0.524	0.797	0.897	0.718	0.569	0.677
β-VAE2021.10		0.495	0.485	0.859	0.899	0.713	0.496	0.658
VAE2021.10		0.473	0.525	0.907	0.895	0.753	0.472	0.671
Factor-VAE2021.10		0.454	0.447	0.798	0.839	0.637	0.455	0.605
IP-IRM2021.10		0.392	0.426	0.835	0.806	0.523	0.391	0.562
SimCLR2021.10		0.368	0.452	0.795	0.796	0.516	0.369	0.549