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Disentanglement on COIL2 iid setting
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Beta-VAE Score
LSBDVAE
0.7504
0.8152
0.88
0.9448
Mar 12, 2026
Beta-VAE Score
Independence Score (Inde)
Modularity Score (Mod)
DCI
SAP Score
MIG
Updated 1mo ago
Evaluation Results
Method
Method
Links
Beta-VAE Score
Independence Score (Inde)
Modularity Score (Mod)
DCI
SAP Score
MIG
LSBDVAE
2026.03
1
0.99
0.99
0.95
0.31
0.05
LSBD-VAE*
2026.03
1
0.99
1
0.97
0.28
0.09
GMA-VAE
2026.03
1
1
1
0.98
0.48
0.47
SOBDRL
2026.03
0.97
0.9
0.94
0.88
0.44
0.27
A-VAE
2026.03
0.76
0.75
0.71
0.53
0.06
0.11
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