Cycle Queue Length Estimation on 10-simulation (test)
0.96Mean Absolute Error (vehicles)Multi-Edge-Type Attentional Neural Network (+Aneighbors)
Evaluation results
| Method | Links | |
|---|---|---|
| Multi-Edge-Type Attentional Neural Network (+Aneighbors)Configuration=+Aneighbors2019.04 | 0.96 | |
| Multi-Edge-Type Attentional Neural Network ({I, Aneighbors})Configuration={I, Aneighbors}2019.04 | 0.97 | |
| Multi-Edge-Type Attentional Neural Network (A = I)Configuration=A = I2019.04 | 1.04 | |
| Multi-Edge-Type Attentional Neural Network (+Adownstream)Configuration=+Adownstream2019.04 | 1.06 | |
| Multi-Edge-Type Attentional Neural Network (+Aupstream)Configuration=+Aupstream2019.04 | 1.06 | |
| Multi-Edge-Type Attentional Neural Network ({I, Aupstream})Configuration={I, Aupstream}2019.04 | 1.07 | |
| PDE-based estimateConfiguration=PDE-based estimate [10]2019.04 | 5.36 |