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ResearchFormerly WizWand

Traffic State Estimation on I-24 MOTION 1.0 (20221122)

14.6Mean Relative L2 ErrorXPINN
13.493620.961828.4335.8982May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
XPINNns=72026.0514.6
PINN+Viscosityns=72026.0514.88
PINN+RARns=72026.0515.04
ADD-PINNns=72026.0515.41
Vanilla PINNns=72026.0515.68
XPINNns=62026.0516.23
PINN+Viscosityns=62026.0516.32
PINN+RARns=62026.0516.43
ADD-PINNns=62026.0516.48
Vanilla PINNns=62026.0517.1
ADD-PINNns=52026.0517.17
XPINNns=52026.0517.91
ADD-PINNns=42026.0517.92
PINN+Viscosityns=52026.0518.03
PINN+RARns=52026.0518.08
Vanilla PINNns=52026.0518.82
XPINNns=42026.0519.26
PINN+RARns=42026.0519.46
PINN+Viscosityns=42026.0519.54
ADD-PINNns=32026.0519.7
Vanilla PINNns=42026.0520.08
XPINNns=32026.0522.01
PINN+Viscosityns=32026.0522.1
PINN+RARns=32026.0522.23
Vanilla PINNns=32026.0522.36
NNns=72026.0527.96
NNns=62026.0531.13
NNns=52026.0534.1
NNns=42026.0538.3
NNns=32026.0542.26