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Benchmarks
Dynamics Modeling on Lorenz LO 1 single densely observed trajectory
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-0.57
Log Likelihood
DGM
-3.118
-2.4565
-1.795
-1.1335
Jun 22, 2021
Log Likelihood
Prediction Time (ms)
Updated 4d ago
Evaluation Results
Method
Method
Links
Log Likelihood
Prediction Time (ms)
DGM
Model=Neural ODE, Pre-...
2021.06
-0.57
0.99
SGLD
Model=Neural ODE, Prio...
2021.06
-2.67
105.03
SGHMC
Model=Neural ODE, Prio...
2021.06
-3.02
98.93
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