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Benchmarks
Dimensionality Reduction on Fashion-MNIST
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0.356
KL Divergence (0.01)
PCA
0.35112
0.38406
0.417
0.44994
Jun 3, 2019
KL Divergence (0.01)
KL Divergence (0.1)
KL Divergence (1)
1-MRRE
Continuity Score
Trust Score
RMSE
MSE (Data)
Updated 1mo ago
Evaluation Results
Method
Method
Links
KL Divergence (0.01)
KL Divergence (0.1)
KL Divergence (1)
1-MRRE
Continuity Score
Trust Score
RMSE
MSE (Data)
PCA
2019.06
0.356
0.052
0.0007
0.057
0.968
0.917
9.1
0.1844
TopoAE
2019.06
0.392
0.054
0.001
0.032
0.98
0.956
20.5
0.1207
TSNE
2019.06
0.405
0.071
0.002
0.02
0.967
0.974
41.3
-
UMAP
2019.06
0.424
0.065
0.0016
0.029
0.981
0.959
13.7
-
AE
2019.06
0.478
0.068
0.0013
0.026
0.968
0.974
20.7
0.102
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