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Benchmarks
Disentanglement on Aggregated (Shapes3D, MPI3D, Falcor3D, Isaac3D)
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0.65
InfoM Score
AE + ICA
0.3796
0.4498
0.52
0.5902
Mar 12, 2026
InfoM Score
InfoE Score
InfoC Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
InfoM Score
InfoE Score
InfoC Score
AE + ICA
2026.03
0.65
0.83
0.4
β-VAE
Source=Hsu et al. (2023)
2026.03
0.59
0.81
0.55
β-TCVAE
Source=Hsu et al. (2023)
2026.03
0.58
0.72
0.59
BioAE
Source=Hsu et al. (2023)
2026.03
0.54
0.75
0.36
AE
2026.03
0.39
0.76
0.25
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