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Benchmarks
Disentanglement on dSprites Laplace (test)
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100
BetaVAE
SlowVAE
91.056
93.378
95.7
98.022
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
SlowVAE
Selection Criterion=hi...
2020.07
100
97.5
29.5
69.8
65.4
96.5
8.1
PCL
Implementation=scaled-up
2020.07
99.9
94.7
19.2
67.9
52
93.2
8.1
Ada-GVAE
Hyperparameter Selecti...
2020.07
91.4
83
21.8
56.9
39
87.6
7.2
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