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Benchmarks
Unsupervised Reconstruction on Frey Faces (test)
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7.52
RMSE
DBVI
7.488
7.704
7.92
8.136
Sep 23, 2025
RMSE
NLL
Updated 3mo ago
Evaluation Results
Method
Method
Links
RMSE
NLL
DBVI
Time=0.40s, Iter=20K
2025.09
7.52
1.12
DDVI
Time=0.36s, Iter=20K
2025.09
7.64
1.17
IPVI
Time=0.42s, Iter=20K
2025.09
7.91
1.33
SGHMC
Time=1.13s, Iter=20K
2025.09
7.95
1.36
DSVI
Time=0.32s, Iter=20K
2025.09
8.32
1.49
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