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ResearchFormerly WizWand

Traffic State Estimation on I-24 MOTION 1.0 (20221202)

14.08Mean Relative L2 Error (%)XPINN
13.009220.237127.46534.6929May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
XPINNns=72026.0514.08
PINN+Viscosityns=72026.0514.36
PINN+RARns=72026.0514.57
ADD-PINNns=72026.0514.65
Vanilla PINNns=72026.0515.13
ADD-PINNns=62026.0515.3
XPINNns=62026.0515.66
PINN+Viscosityns=62026.0515.93
PINN+RARns=62026.0516.01
ADD-PINNns=52026.0516.03
Vanilla PINNns=62026.0516.7
ADD-PINNns=42026.0516.84
XPINNns=52026.0517.06
PINN+Viscosityns=52026.0517.45
PINN+RARns=52026.0517.48
ADD-PINNns=32026.0517.98
Vanilla PINNns=52026.0518.06
XPINNns=42026.0518.35
PINN+Viscosityns=42026.0518.55
PINN+RARns=42026.0518.56
Vanilla PINNns=42026.0519.02
XPINNns=32026.0520.45
PINN+Viscosityns=32026.0520.64
PINN+RARns=32026.0520.92
Vanilla PINNns=32026.0521.04
NNns=72026.0525.71
NNns=62026.0529.9
NNns=52026.0534.22
NNns=42026.0538.76
NNns=32026.0540.85