Traffic State Estimation on I-24 MOTION 1.0 (20221121)
14.07Mean Relative L2 ErrorADD-PINN
Evaluation Results
| Method | Links | |
|---|---|---|
| ADD-PINNns=72026.05 | 14.07 | |
| XPINNns=72026.05 | 14.17 | |
| PINN+Viscosityns=72026.05 | 14.26 | |
| PINN+RARns=72026.05 | 14.47 | |
| ADD-PINNns=52026.05 | 15.06 | |
| ADD-PINNns=62026.05 | 15.09 | |
| XPINNns=62026.05 | 15.57 | |
| Vanilla PINNns=72026.05 | 15.62 | |
| PINN+Viscosityns=62026.05 | 15.71 | |
| ADD-PINNns=42026.05 | 15.84 | |
| PINN+RARns=62026.05 | 16.01 | |
| XPINNns=52026.05 | 16.04 | |
| PINN+Viscosityns=52026.05 | 16.22 | |
| Vanilla PINNns=62026.05 | 16.24 | |
| PINN+RARns=52026.05 | 16.42 | |
| PINN+Viscosityns=42026.05 | 16.75 | |
| XPINNns=42026.05 | 16.76 | |
| Vanilla PINNns=52026.05 | 16.91 | |
| PINN+RARns=42026.05 | 17.03 | |
| Vanilla PINNns=42026.05 | 17.86 | |
| ADD-PINNns=32026.05 | 20.69 | |
| PINN+Viscosityns=32026.05 | 21.59 | |
| XPINNns=32026.05 | 21.67 | |
| PINN+RARns=32026.05 | 21.78 | |
| Vanilla PINNns=32026.05 | 22.66 | |
| NNns=72026.05 | 26.79 | |
| NNns=62026.05 | 32.21 | |
| NNns=52026.05 | 34.34 | |
| NNns=42026.05 | 37.28 | |
| NNns=32026.05 | 43.99 |