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Benchmarks
Unsupervised learning on CIFAR-10 Swiss Roll prior
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3.18
Latent NLL
AAEB
3.0216
4.0908
5.16
6.2292
Jan 5, 2024
Latent NLL
ELBO
Updated 4mo ago
Evaluation Results
Method
Method
Links
Latent NLL
ELBO
AAEB
Prior=Swiss Roll
2024.01
3.18
-
AEVB-IAF
Prior=Swiss Roll
2024.01
5.51
4.03
DDVI
Prior=Swiss Roll
2024.01
5.66
3.05
H-AEVB
Prior=Swiss Roll
2024.01
5.74
5.36
AEVB
Prior=Swiss Roll
2024.01
6.25
12.87
PIS
Prior=Swiss Roll
2024.01
7.14
4.14
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