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Benchmarks
Disentanglement on dSprites Uniform (test)
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88
BetaVAE
Ada-GVAE
79.784
81.917
84.05
86.183
Jul 21, 2020
BetaVAE
FactorVAE
MIG
MCC
DCI
Modularity
SAP
Updated 4d ago
Evaluation Results
Method
Method
Links
BetaVAE
FactorVAE
MIG
MCC
DCI
Modularity
SAP
Ada-GVAE
Hyperparameter Selecti...
2020.07
88
73.1
17.3
46
32.3
93.3
6.6
SlowVAE
Selection Criterion=hi...
2020.07
87
75.2
28.3
58.8
47.7
86.9
4.4
PCL
Implementation=scaled-up
2020.07
80.1
62.1
16
41.6
42.4
99.7
6
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