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ResearchFormerly WizWand

Traffic State Estimation on I-24 MOTION 1.0 (20221123)

8.66Mean relative L2 Error (%)XPINN
7.506415.293223.0830.8668May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
XPINNns=72026.058.66
PINN+Viscosityns=72026.058.75
PINN+RARns=72026.058.79
ADD-PINNns=72026.058.92
Vanilla PINNns=72026.059.07
PINN+RARns=62026.059.39
XPINNns=62026.059.43
PINN+Viscosityns=62026.059.48
ADD-PINNns=62026.059.58
ADD-PINNns=52026.059.61
PINN+RARns=52026.059.63
PINN+Viscosityns=52026.059.63
XPINNns=52026.059.66
Vanilla PINNns=62026.059.96
XPINNns=42026.0510.15
ADD-PINNns=42026.0510.19
Vanilla PINNns=52026.0510.25
PINN+Viscosityns=42026.0510.28
PINN+RARns=42026.0510.3
ADD-PINNns=32026.0510.66
Vanilla PINNns=42026.0510.73
XPINNns=32026.0511.15
PINN+RARns=32026.0511.22
PINN+Viscosityns=32026.0511.22
Vanilla PINNns=32026.0511.91
NNns=72026.0520.81
NNns=62026.0523.07
NNns=52026.0524.17
NNns=42026.0530.52
NNns=32026.0537.5