Continuous-Time Dynamics Estimation on Synthetic Y-shaped first snapshot as initial state
9.48L_DTWSlingshot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SlingshotFormulation=ODE2025.05 | 9.48 | 0.66 | |
| CT-OT FlowFormulation=ODE2025.05 | 11.79 | 0.65 | |
| CT-OT FlowFormulation=SDE2025.05 | 12.11 | 0.67 | |
| SlingshotDynamics Formulation=ODE2025.05 | 15.49 | 1.26 | |
| CT-OT FlowDynamics Formulation=ODE2025.05 | 16.44 | 1.79 | |
| CT-OT FlowDynamics Formulation=SDE2025.05 | 16.64 | 1.79 | |
| ENOTDynamics Formulation=SDE2025.05 | 18.76 | 0.64 | |
| [SF]^2M-IDynamics Formulation=SDE2025.05 | 18.99 | 0.59 | |
| I-CFMDynamics Formulation=ODE2025.05 | 19.31 | 0.59 | |
| TrajectoryNetDynamics Formulation=ODE2025.05 | 20.24 | 0.62 | |
| [SF]^2M-ExactDynamics Formulation=SDE2025.05 | 20.34 | 0.65 | |
| I-CFMFormulation=ODE2025.05 | 20.41 | 0.56 | |
| OT-CFMDynamics Formulation=ODE2025.05 | 20.48 | 0.65 | |
| [SF]^2M-IFormulation=SDE2025.05 | 20.53 | 0.57 | |
| MFMDynamics Formulation=ODE2025.05 | 20.86 | 0.65 | |
| ENOTFormulation=SDE2025.05 | 24.47 | 0.74 | |
| [SF]^2M-ExactFormulation=SDE2025.05 | 27.2 | 0.8 | |
| OT-CFMFormulation=ODE2025.05 | 27.41 | 0.8 | |
| MFMFormulation=ODE2025.05 | 28.19 | 0.74 | |
| TrajectoryNetFormulation=ODE2025.05 | 43.47 | 1.14 |