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Benchmarks
Clustering on MNIST (train+val)
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100
Utilized Clusters
VampPrior
6.4
30.7
55
79.3
Feb 6, 2024
Utilized Clusters
Accuracy
NMI
Updated 3mo ago
Evaluation Results
Method
Method
Links
Utilized Clusters
Accuracy
NMI
VampPrior
dim(z)=10
2024.02
100
0.945
0.627
GMVAE
dim(z)=10
2024.02
30
0.928
-
GMVAE
dim(z)=10
2024.02
16
0.851
-
VMM
dim(z)=10
2024.02
13.9
0.96
0.899
Bayesian GMM
dim(z)=10
2024.02
10.7
0.902
0.876
DLGMM
dim(z)=10
2024.02
10
91.58
-
GMVAE
dim(z)=10
2024.02
10
0.778
-
VaDE
dim(z)=10
2024.02
10
0.857
0.832
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