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ResearchFormerly WizWand

Traffic State Estimation on I-24 MOTION 1.0 (20221129)

18.95Mean relative L2 error (%)XPINN
17.683226.234134.78543.3359May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
XPINNns=72026.0518.95
PINN+RARns=72026.0519.26
PINN+Viscosityns=72026.0519.26
ADD-PINNns=72026.0519.55
Vanilla PINNns=72026.0520.25
ADD-PINNns=62026.0520.38
XPINNns=62026.0520.97
ADD-PINNns=52026.0521.07
PINN+Viscosityns=62026.0521.15
PINN+RARns=62026.0521.22
Vanilla PINNns=62026.0522.02
XPINNns=52026.0522.58
PINN+Viscosityns=52026.0522.79
PINN+RARns=52026.0522.83
Vanilla PINNns=52026.0523.53
ADD-PINNns=42026.0523.54
ADD-PINNns=32026.0524.87
XPINNns=42026.0525.09
PINN+RARns=42026.0525.12
PINN+Viscosityns=42026.0525.15
Vanilla PINNns=42026.0525.79
PINN+Viscosityns=32026.0526.62
PINN+RARns=32026.0526.86
XPINNns=32026.0526.88
Vanilla PINNns=32026.0527.06
NNns=72026.0534.12
NNns=62026.0539.02
NNns=52026.0542.76
NNns=42026.0547.31
NNns=32026.0550.62