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Benchmarks
Reconstruction on CIFAR10 (test)
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0.008
MSE
AE
0.006208
0.018304
0.0304
0.042496
Sep 27, 2020
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
AE
Dim.=64
2020.09
0.008
VAE
Dim.=64
2020.09
0.0084
PCA
Dim.=64
2020.09
0.0084
UMAP/AE
Dim.=64
2020.09
0.0094
VAE
Dim.=2
2020.09
0.0217
Parametric UMAP
Dim.=64
2020.09
0.03
AE
Dim.=2
2020.09
0.0344
UMAP/AE
Dim.=2
2020.09
0.0364
Parametric UMAP
Dim.=2
2020.09
0.0369
PCA
Dim.=2
2020.09
0.037
UMAP
Dim.=2
2020.09
0.0528
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