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Benchmarks
Unsupervised Learning on MNIST Swiss Roll prior (test)
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0.52
MMD
AAEB
0.5096
0.5798
0.65
0.7202
Jan 5, 2024
MMD
ELBO
Latent NLL
Updated 4mo ago
Evaluation Results
Method
Method
Links
MMD
ELBO
Latent NLL
AAEB
2024.01
0.52
-
3.34
AEVB-IAF
2024.01
0.61
5.1
4.43
PIS
2024.01
0.61
9.83
2.4
DDVI
2024.01
0.62
5.03
3.86
H-AEVB
2024.01
0.7
7.21
4.04
AEVB
2024.01
0.78
14.8
5.65
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