ResearchBenchmarksDynamics Modeling on Lotka Volterra LV 1 (single densely observed trajectory)Follow1.96Log LikelihoodDGM0.99281.24391.4951.7461Jun 22, 2021Evaluation ResultsMethodMethodLinksLog LikelihoodPrediction time (ms)DGMModel=Neural ODE, Pre-...Model=Neural ODE, Pre-training/Priors=false2021.061.960.68SGHMCModel=Neural ODE, Prio...Model=Neural ODE, Priors=Strong, Fine-tuned=true2021.061.3614.98SGLDModel=Neural ODE, Prio...Model=Neural ODE, Priors=Strong, Fine-tuned=true2021.061.0314.59