Disentanglement
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100Beta-VAE
5
Mar 13, 2026
1Beta-VAE Score
5
Mar 13, 2026
97.04VP Score
5
Mar 11, 2026
98.85VP Score
5
Mar 11, 2026
86.09VP Score
5
Mar 11, 2026
97.98VP Score
5
Mar 11, 2026
1FactorVAE Score
5
Feb 26, 2026
0.958Spearman MCC
4
Jun 23, 2026
0.952FVAE
4
Mar 20, 2026
10.99Average MI
4
Feb 26, 2026
0.768Disentanglement
4
Feb 26, 2026
83.4BetaVAE
3
Feb 26, 2026
100BetaVAE
3
Feb 26, 2026
88BetaVAE
3
Feb 26, 2026
0.6DC Score D1
3
Feb 26, 2026
0.602DC (D1)
3
Feb 26, 2026
0.641DC D1
3
Feb 26, 2026
0.505DC (D1)
3
Feb 26, 2026
0.5D Score
2
Feb 26, 2026
0.55Disentanglement (D)
2
Feb 26, 2026
0.63D Score
2
Feb 26, 2026
26.8DCI Score
1
Mar 20, 2026
9.9DCI
1
Mar 20, 2026
0.079MIG
1
Mar 20, 2026
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—Primary metric
0
Feb 26, 2026