Multi-agent Traffic Signal Control on Homogeneous Grid 5x5 network (test)
1.26Queue LengthLATS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LATS2026.03 | 1.26 | 4.73 | 13.6 | 1.03 | 389.8 | 182.72 | |
| HeteroLight2026.03 | 1.57 | 4.55 | 22.18 | 1.03 | 443.3 | 228.67 | |
| CoLight*2026.03 | 1.63 | 4.52 | 22.39 | 1.01 | 425.31 | 216.29 | |
| IQLL2026.03 | 2 | 3.38 | 40.6 | 0.95 | 483.48 | 240.27 | |
| HolLight*2026.03 | 2.47 | 3.4 | 18.77 | 0.94 | 607.59 | 312.24 | |
| Greedy2026.03 | 2.65 | 3.27 | 42.09 | 0.86 | 546.96 | 263.59 | |
| Max-Pressure2026.03 | 2.79 | 2.93 | 39.17 | 0.82 | 572.43 | 270.41 | |
| MA2C2026.03 | 2.83 | 2.14 | 38.44 | 0.65 | 595.3 | 383.86 | |
| Fixed-Time2026.03 | 3.16 | 2.03 | 29.34 | 0.62 | 657.67 | 411.95 | |
| AttendLight2026.03 | 3.37 | 3.22 | 62.89 | 0.85 | 569.8 | 358.32 | |
| IQLD2026.03 | 3.51 | 2.36 | 95.92 | 0.58 | 492.71 | 285.46 | |
| IA2C2026.03 | 3.94 | 1.52 | 81.49 | 0.4 | 760.47 | 546.28 | |
| Llama-3-8B2026.03 | 4.06 | 2.07 | 66.72 | 0.64 | 882.89 | 639.23 | |
| IPPO2026.03 | 4.3 | 1.92 | 53.36 | 0.6 | 935.52 | 687.05 | |
| Llama-2-7b2026.03 | 4.54 | 1.95 | 48.37 | 0.63 | 790.17 | 539.55 |