Macroscopic Fundamental Diagram Prediction on UTD19 (average across cities)
0.23Mean ValueMAML
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAMLMetric Type=RRSE, Number of Detectors=752025.08 | 0.23 | 0.23 | 0.47 | 0.11 | 0.07 | |
| MAMLMetric Type=RRSE, Number of Detectors=502025.08 | 0.23 | 0.23 | 0.49 | 0.12 | 0.07 | |
| MAMLMetric Type=RRSE, Number of Detectors=252025.08 | 0.28 | 0.27 | 0.55 | 0.1 | 0.09 | |
| MAMLMetric Type=RRSE, Number of Detectors=102025.08 | 0.33 | 0.3 | 0.76 | 0.12 | 0.13 | |
| MTPINNMetric Type=RRSE, Number of Detectors=752025.08 | 0.4 | 0.39 | 0.78 | 0.14 | 0.16 | |
| MTPINNMetric Type=RRSE, Number of Detectors=502025.08 | 0.4 | 0.35 | 0.73 | 0.19 | 0.15 | |
| MTPINNMetric Type=RRSE, Number of Detectors=252025.08 | 0.45 | 0.44 | 0.81 | 0.18 | 0.14 | |
| MTPINNMetric Type=RRSE, Number of Detectors=102025.08 | 0.57 | 0.59 | 1.05 | 0.17 | 0.2 | |
| MAMLMetric Type=Correlation, Number of Detectors=752025.08 | 0.98 | 0.98 | 1 | 0.94 | 0.01 | |
| MAMLMetric Type=MAE, Number of Detectors=752025.08 | 30.34 | 31.16 | 71.87 | 10.41 | 13.35 | |
| MAMLMetric Type=MAE, Number of Detectors=502025.08 | 31.91 | 30.97 | 82.66 | 11.67 | 15.11 | |
| MAMLMetric Type=MAE, Number of Detectors=252025.08 | 36.27 | 33.67 | 80.16 | 14.19 | 15.21 | |
| MAMLMetric Type=MAE, Number of Detectors=102025.08 | 41.01 | 36.47 | 94.72 | 13.99 | 19.94 | |
| MTPINNMetric Type=MAE, Number of Detectors=752025.08 | 60.34 | 55.78 | 137.14 | 24.66 | 29.57 | |
| MTPINNMetric Type=MAE, Number of Detectors=502025.08 | 63.16 | 61.84 | 134.72 | 25.83 | 30.22 | |
| MTPINNMetric Type=MAE, Number of Detectors=252025.08 | 65.17 | 57.08 | 117.16 | 27.47 | 25.71 | |
| MTPINNMetric Type=MAE, Number of Detectors=102025.08 | 85.75 | 86.69 | 157.72 | 34.08 | 36.4 | |
| MAMLMetric Type=MSE, Number of Detectors=752025.08 | 1,767.91 | 1,481.87 | 9,859.22 | 168.49 | 2,058.84 | |
| MAMLMetric Type=MSE, Number of Detectors=502025.08 | 1,968.18 | 1,477.4 | 12,365.09 | 222.76 | 2,573.69 | |
| MAMLMetric Type=MSE, Number of Detectors=252025.08 | 2,340.81 | 1,712.91 | 12,016.34 | 332.62 | 2,502.68 | |
| MAMLMetric Type=MSE, Number of Detectors=102025.08 | 3,081.56 | 1,901.64 | 11,151.25 | 320.59 | 2,978.44 | |
| MTPINNMetric Type=MSE, Number of Detectors=752025.08 | 6,139.6 | 4,296.33 | 25,457.05 | 1,091.16 | 5,859.19 | |
| MTPINNMetric Type=MSE, Number of Detectors=252025.08 | 6,628.45 | 5,099.16 | 19,378 | 1,234.94 | 4,857.38 | |
| MTPINNMetric Type=MSE, Number of Detectors=502025.08 | 6,712.78 | 5,395.83 | 25,083.73 | 1,139.31 | 5,927.66 | |
| MTPINNMetric Type=MSE, Number of Detectors=102025.08 | 11,490.71 | 11,039.83 | 31,837.62 | 1,717.62 | 8,687.88 |