Traffic Signal Control on Hangzhou
313.64ATT (Avg Travel Time)TPET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPET2025.11 | 313.64 | 59.13 | 31.41 | |
| LLMLightbackbone=GPT-42025.11 | 318.71 | 62.84 | 58.09 | |
| LLMLightbackbone=Qwen2-72B2025.11 | 321.91 | 65.75 | 66.52 | |
| CoLight2025.11 | 322.85 | 66.94 | 61.82 | |
| AttendLight2025.11 | 322.94 | 66.96 | 55.19 | |
| Maxpressure2025.11 | 325.33 | 68.99 | 49.6 | |
| LLMLightbackbone=Llama3-70B2025.11 | 325.85 | 69.42 | 71.51 | |
| NeRM2025.11 | 330.25 | 72.1 | 62.35 | |
| MPLight2025.11 | 345.6 | 84.7 | 81.97 | |
| LLMLightbackbone=Llama2-70B2025.11 | 357.95 | 93.21 | 106.63 | |
| PressLight2025.11 | 364.13 | 98.67 | 90.33 | |
| LLMLightbackbone=ChatGPT-3.52025.11 | 463.04 | 181.95 | 191.87 | |
| FixedTime2025.11 | 616.02 | 301.33 | 73.99 | |
| Random2025.11 | 621.14 | 295.81 | 96.06 |