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Benchmarks
Continuous-time dynamics estimation on Y-shaped synthetic
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10.8
LDTW
CT-OT Flow
10.0272
15.2436
20.46
25.6764
May 23, 2025
LDTW
LWass
Updated 13d ago
Evaluation Results
Method
Method
Links
LDTW
LWass
CT-OT Flow
Formulation=ODE
2025.05
10.8
0.43
CT-OT Flow
Formulation=SDE
2025.05
11.51
0.47
Slingshot
Formulation=ODE
2025.05
17.85
1.13
[SF]2M-I
Formulation=SDE
2025.05
21.2
0.6
I-CFM
Formulation=ODE
2025.05
21.54
0.61
TrajectoryNet
Formulation=ODE
2025.05
22.41
0.89
ENOT
Formulation=SDE
2025.05
26.04
0.82
[SF]2M-Exact
Formulation=SDE
2025.05
28.98
0.89
OT-CFM
Formulation=ODE
2025.05
29.42
0.9
MFM
Formulation=ODE
2025.05
30.12
0.84
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