Continuous-Time Dynamics Estimation on Synthetic Arch first snapshot as initial state
4.41L_DTWSlingshot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SlingshotFormulation=ODE2025.05 | 4.41 | 0.25 | |
| CT-OT FlowFormulation=ODE2025.05 | 6.77 | 0.23 | |
| CT-OT FlowDynamics Formulation=ODE2025.05 | 7.6 | 0.33 | |
| CT-OT FlowFormulation=SDE2025.05 | 7.89 | 0.25 | |
| CT-OT FlowDynamics Formulation=SDE2025.05 | 8.48 | 0.34 | |
| SlingshotDynamics Formulation=ODE2025.05 | 9.93 | 0.44 | |
| MFMDynamics Formulation=ODE2025.05 | 10.86 | 0.35 | |
| MFMFormulation=ODE2025.05 | 12.21 | 0.31 | |
| ENOTDynamics Formulation=SDE2025.05 | 18.81 | 0.5 | |
| [SF]^2M-IDynamics Formulation=SDE2025.05 | 20.62 | 0.5 | |
| I-CFMDynamics Formulation=ODE2025.05 | 20.82 | 0.49 | |
| ENOTFormulation=SDE2025.05 | 20.82 | 0.51 | |
| [SF]^2M-ExactDynamics Formulation=SDE2025.05 | 21.08 | 0.5 | |
| [SF]^2M-IFormulation=SDE2025.05 | 21.18 | 0.51 | |
| I-CFMFormulation=ODE2025.05 | 21.26 | 0.51 | |
| OT-CFMDynamics Formulation=ODE2025.05 | 21.32 | 0.49 | |
| [SF]^2M-ExactFormulation=SDE2025.05 | 23.05 | 0.53 | |
| OT-CFMFormulation=ODE2025.05 | 23.37 | 0.52 | |
| TrajectoryNetDynamics Formulation=ODE2025.05 | 23.45 | 0.54 | |
| TrajectoryNetFormulation=ODE2025.05 | 51.19 | 1.1 |