Disentanglement Analysis on 3DShapes (full) benchmark leaderboard · SOTA2 Research

Disentanglement Analysis on 3DShapes (full)

99.87Disentanglement Scoreβ-VAE

Evaluation Results

Method	Links
β-VAE2023.11		99.87	83.51	99.96	33.93	0.997	29.52	0.032
DIP-VAE (I)2023.11		99.75	82.59	99.97	34.23	0.997	31.04	0.031
DIP-VAE (II)2023.11		99.22	83.01	99.99	33.87	0.997	32.41	0.033
SODA2023.11		98.6	84.76	98.88	52.54	0.9999	0.32	0.0002
SODA2023.11		92.18	78.21	99.27	51.75	0.9997	0.36	0.0003
β-TCVAE2023.11		90.92	74.78	99.81	34.62	0.998	29.03	0.031
FactorVAE2023.11		87.62	87.52	98.64	30.37	0.994	48.89	0.058
AnnealedVAE2023.11		58.14	66.97	91.23	30.77	0.994	54.83	0.063