3D Medical Shape Disentanglement on ADNI benchmark leaderboard · SOTA2 Research

3D Medical Shape Disentanglement on ADNI

0.38Disease SAPOurs

Evaluation Results

Method	Links
Ours2026.03		0.38	0.73	78.67	0.67	0.86	0.061	0.0019
Ours2026.03		0.34	0.73	76.55	0.63	0.83	0.068	0.0018
Ours2026.03		0.3	0.69	76.31	0.63	0.82	0.065	0.0018
HLLE+ICA2026.03		0.18	0.67	71.76	0.02	0.18	0.161	—
DIP-VAE2026.03		0.18	0.48	53.61	0.63	0.86	0.062	0.0017
β-TCVAE2026.03		0.16	0.49	51.94	0.64	0.82	0.068	0.0017
β-VAE2026.03		0.15	0.47	51.27	0.61	0.79	0.065	0.0016
PCA2026.03		0.14	0.57	67.38	0.03	0.22	0.162	0.002
ICA2026.03		0.14	0.61	63.15	0.02	0.2	0.162	0.0021