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SOTA Trajectory reconstruction benchmarks and papers with code | Wizwand
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Trajectory reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Gaussian Mixtures 1000D
USB
W1 Distance
2.136
18
2mo ago
Dyngen 5D
USB
W1
0.131
12
2mo ago
Simulation Gene 2D
WFR-FM
W1
0.019
12
2mo ago
ODEBench v1 (test)
FIM-ODE
Success Rate (R² > 0.9)
84.4
12
4mo ago
Random left out subjects (test)
PDRNN
MAE
0.49
10
2mo ago
Running left out (test)
PDRNN
MAE
0.33
10
2mo ago
Jogging left out subjects (test)
PDRNN
MAE
0.34
10
2mo ago
Walking left out subjects (test)
PDRNN
MAE
0.36
10
2mo ago
Schiebinger single-cell dataset
Active Wasserstein Trajectory Learning
Mean W2
2.906
6
1mo ago
Stanford Drone Dataset 8 (DeathCircle)
GM3
ADE
44.27
6
4mo ago
1-dimensional dynamic Burgers' equation Sparse Obs. (test)
ProFlow
RE
1.33
5
4mo ago
Burgers' Equation (Boundary Condition)
ProFlow
Reconstruction Error (RE)
0.32
5
4mo ago
Rounded star trajectory family
SMP
PA-MSE (x10^-3)
0.834
4
16d ago
Five-petal flower trajectory family
SMP
PA-MSE
1,462
4
16d ago
Lissajous 2:3 trajectory family
SMP
PA-MSE
2,015
4
16d ago
Figure-eight trajectory family
SMP
PA-MSE
0.0006
4
16d ago
MagicData (E)
TrajLoom-VAE
VEPE
1.72
4
4mo ago
Kubric
TrajLoom-VAE
VEPE
0.75
4
4mo ago
RoboTAP
TrajLoom-VAE
VEPE
1.59
4
4mo ago
Kinetics
TrajLoom-VAE
VEPE
1.99
4
4mo ago
SERGIO Trifurcation (test)
MIOFlow
Trajectory Reconstruction Error
0.243
4
4mo ago
SERGIO S-shaped (test)
MIOFlow
Trajectory Reconstruction Error
0.082
4
4mo ago
Burgers' Equation (Initial Condition)
D-Flow
RE
1.4
4
4mo ago
Liver
scPILOT
Jaccard Index
1
3
4mo ago
Second Intersection
Enactor
NLL
-7.17
2
1mo ago
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