Table 3 Path-blind models comparison
From: Gct-TTE: graph convolutional transformer for travel time estimation
Baseline/metric | Abakan | Omsk | ||||||
|---|---|---|---|---|---|---|---|---|
MAE | RMSE | MAPE | SR | MAE | RMSE | MAPE | SR | |
AVG | 322.77 | 477.61 | 0.761 | 0.018 | 439.05 | 628.75 | 0.741 | 0.012 |
LR | 262.33 | 456.63 | 1.169 | 9.527 | 416.81 | 593.01 | 1.399 | 7.187 |
GBDT | 245.77 | 433.91 | 1.106 | 10.28 | 209.99 | 372.11 | 0.656 | 17.72 |
MURAT | 182.97 | 282.15 | 0.685 | 10.77 | 285.72 | 444.74 | 0.856 | 9.997 |
GCT-TTE | 221.71 | 337.59 | 0.505 | 11.12 | 376.74 | 590.93 | 0.5486 | 8.99 |