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Benchmarks
Reconstruction on Cassin's (test)
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0.0008
Reconstruction MSE
PCA
0.00018
0.004365
0.00855
0.012735
Sep 27, 2020
Reconstruction MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Reconstruction MSE
PCA
Dim.=64
2020.09
0.0008
AE
Dim.=64
2020.09
0.0011
VAE
Dim.=64
2020.09
0.0013
Parametric UMAP
Dim.=2
2020.09
0.0028
UMAP/AE
Dim.=2
2020.09
0.0028
UMAP/AE
Dim.=64
2020.09
0.0028
Parametric UMAP
Dim.=64
2020.09
0.0034
PCA
Dim.=2
2020.09
0.0082
UMAP
Dim.=2
2020.09
0.0085
VAE
Dim.=2
2020.09
0.0125
AE
Dim.=2
2020.09
0.0163
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