Disentanglement
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1FactorVAE Score
34
Jul 7, 2026
94.6DCI
28
Apr 21, 2026
73.41DCI
26
Apr 21, 2026
1DCI Score
22
Mar 20, 2026
78InfoM
22
Mar 13, 2026
0.74InfoM
22
Mar 13, 2026
0.62InfoM
22
Mar 13, 2026
98Accuracy
18
Feb 26, 2026
64.78DCI
17
Feb 26, 2026
100Beta-VAE
15
Mar 13, 2026
1Beta-VAE
15
Mar 13, 2026
1Beta-VAE
15
Mar 13, 2026
49Modularity Score
14
Mar 20, 2026
1BetaVAE Score
13
Feb 26, 2026
1BetaVAE Score
13
Feb 26, 2026
79.93Disentanglement
13
Feb 26, 2026
0.976FVAE
10
Feb 26, 2026
98.08R^2 (Box)
10
Feb 26, 2026
0.76InfoM
8
Feb 26, 2026
32.1W Content Accuracy
7
Jun 12, 2026
0.634DCI
7
Feb 26, 2026
16.8W Content Accuracy
6
Jun 12, 2026
0.65InfoM Score
5
Mar 13, 2026
100Beta-VAE
5
Mar 13, 2026
100Beta-VAE
5
Mar 13, 2026