Continuous-Time Dynamics Estimation on Synthetic Spiral first snapshot as initial state
20.75L_DTWCT-OT Flow
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CT-OT FlowDynamics Formulation=ODE2025.05 | 20.75 | 1.46 | |
| CT-OT FlowDynamics Formulation=SDE2025.05 | 21.52 | 1.46 | |
| SlingshotDynamics Formulation=ODE2025.05 | 27.68 | 1.47 | |
| [SF]^2M-IDynamics Formulation=SDE2025.05 | 48.65 | 1.02 | |
| I-CFMDynamics Formulation=ODE2025.05 | 49.25 | 1.02 | |
| ENOTDynamics Formulation=SDE2025.05 | 50.08 | 1.09 | |
| [SF]^2M-ExactDynamics Formulation=SDE2025.05 | 52.48 | 1.09 | |
| OT-CFMDynamics Formulation=ODE2025.05 | 52.99 | 1.09 | |
| MFMDynamics Formulation=ODE2025.05 | 53.02 | 1.09 | |
| TrajectoryNetDynamics Formulation=ODE2025.05 | 53.19 | 1.09 |