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Benchmarks
Disentangled Representation Learning on FA15
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0.933
LDSI (FVH-LT)
bfVAE
0.11452
0.32701
0.5395
0.75199
Mar 11, 2026
LDSI (FVH-LT)
LDSI (DBSR-LS)
Disentanglement Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
LDSI (FVH-LT)
LDSI (DBSR-LS)
Disentanglement Score
bfVAE
K=10
2026.03
0.933
-
-
bfVAE
K=5
2026.03
0.842
0.796
1
DIP-VAE-I
K=5
2026.03
0.5
0.63
0.987
DIP-VAE-I
K=10
2026.03
0.432
-
-
β-VAE
K=5
2026.03
0.362
0.725
0.867
FactorVAE
K=5
2026.03
0.188
0.359
0.253
DIP-VAE-II
K=5
2026.03
0.166
0.26
0.253
Vanilla VAE
K=5
2026.03
0.146
0.321
0.253
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