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Unconditional density estimation on BSDS300 (test)
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156.36
Avg Test Log Likelihood (nats)
MAF MoG
94.2824
110.3987
126.515
142.6313
May 19, 2017
Avg Test Log Likelihood (nats)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Test Log Likelihood (nats)
MAF MoG
Number of layers=5, Ou...
2017.05
156.36
MAF
Number of layers=5
2017.05
155.69
MAF
Number of layers=10
2017.05
154.93
MADE MoG
Output distribution=Mi...
2017.05
153.71
Real NVP
Number of layers=10
2017.05
153.28
Real NVP
Number of layers=5
2017.05
152.97
MADE
2017.05
148.85
Gaussian
2017.05
96.67
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