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State estimation on Linear-Gaussian system

0Error (ex)RTS Smoother
-2.00411.52325.0538.577May 20, 2026

Evaluation results

MethodLinks
RTS SmootherTime (s)=0.142026.050—
PVMC (learned proposal)Time (s)=1.50, proposal=learned2026.055.20.199
PVMC (Kalman proposal)Time (s)=1.88, proposal=Kalman2026.055.40.2
Kalman FilterTime (s)=0.132026.0513.2—
d-SMC†Time (s)=4.002026.05442.21
TFSTime (s)=25.92026.0550.10.41