Traffic Signal Control on Monaco network heterogeneous (test)
1.05Queue LengthLATS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LATS2026.03 | 1.05 | 3.87 | 76.48 | — | 358.41 | 230.38 | |
| IA2C2026.03 | 1.08 | 2.07 | 82.94 | — | 410.69 | 296.7 | |
| MA2C2026.03 | 1.13 | 3.2 | 79.6 | — | 384.85 | 261.57 | |
| HeteroLight2026.03 | 1.22 | 3.45 | 102.56 | — | 383.87 | 252.11 | |
| IQLL2026.03 | 1.27 | 2.49 | 86.82 | — | 419.45 | 293.68 | |
| CoLight*2026.03 | 1.28 | 3.62 | 78.29 | — | 413.19 | 287.63 | |
| IPPO2026.03 | 1.4 | 2.37 | 73.7 | — | 777.14 | 627.99 | |
| HolLight*2026.03 | 1.45 | 3.63 | 70.78 | — | 440.43 | 306.15 | |
| AttendLight2026.03 | 1.46 | 3.38 | 69.41 | — | 484.66 | 346.26 | |
| LATSevaluation_mode=Zero-shot, training_network=Homogeneous Grid 5x5, method_type=Parameter sharing RL2026.03 | 1.6 | 1.58 | 99.18 | 0.19 | 478.01 | 351.49 | |
| Llama-3-8B2026.03 | 1.75 | 2.18 | 74.72 | — | 722.57 | 568.12 | |
| HeteroLightevaluation_mode=Zero-shot, training_network=Homogeneous Grid 5x5, method_type=Parameter sharing RL2026.03 | 1.91 | 1.78 | 88.55 | 0.17 | 1,272.23 | 1,145.17 | |
| Max-Pressure2026.03 | 2.01 | 2.42 | 85.71 | — | 545.64 | 392.8 | |
| IQLD2026.03 | 2.02 | 0.79 | 116.92 | — | 587.76 | 464.95 | |
| Llama-2-7b2026.03 | 2.06 | 1.16 | 83.22 | — | 778.38 | 630.53 | |
| Greedy2026.03 | 2.08 | 2.41 | 87.82 | — | 529.68 | 377.37 | |
| Fixed-Time2026.03 | 2.09 | 1.69 | 66.41 | — | 652.17 | 465.6 | |
| AttendLightevaluation_mode=Zero-shot, training_network=Homogeneous Grid 5x5, method_type=Parameter sharing RL2026.03 | 2.14 | 1.67 | 85.29 | 0.15 | 1,372.88 | 1,242.56 |