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Benchmarks
Dynamics Modeling on Lotka Volterra LV 1 (single densely observed trajectory)
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1.96
Log Likelihood
DGM
0.9928
1.2439
1.495
1.7461
Jun 22, 2021
Log Likelihood
Prediction time (ms)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Log Likelihood
Prediction time (ms)
DGM
Model=Neural ODE, Pre-...
2021.06
1.96
0.68
SGHMC
Model=Neural ODE, Prio...
2021.06
1.36
14.98
SGLD
Model=Neural ODE, Prio...
2021.06
1.03
14.59
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