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Disentangled Representation Learning on synthetic ellipses dataset
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3.7
Reconstruction L2 Norm
MLP
0.852
20.076
39.3
58.524
Jun 16, 2026
Reconstruction L2 Norm
Spearman's r
DCI
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reconstruction L2 Norm
Spearman's r
DCI
MLP
Framework=DIP-VAE, λd...
2026.06
3.7
40.1
27.6
KAN
Framework=DIP-VAE, λd...
2026.06
5.8
49.4
10.1
MKAN
Framework=DIP-VAE, λd...
2026.06
12.1
83
72.6
SMM
Framework=DIP-VAE, λd...
2026.06
37
80.1
68
Linear
Framework=DIP-VAE, λd...
2026.06
74.9
28
19.1
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