Traffic Signal Control on LibSignal CityFlow 1x1 (test)
104.28Travel TimeFRAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FRAP2026.05 | 104.28 | 23.29 | 0.62 | 1,979 | |
| PressLight2026.05 | 105.68 | 23.2 | 0.58 | 1,965 | |
| IDQN2026.05 | 116.64 | 28.37 | 0.61 | 1,959 | |
| Hurdle and Softmax ProbabilityBackbone=LLaMA3-8B2026.05 | 146.9 | 45.5 | 0.67 | 1,946 | |
| Hurdle and Softmax ProbabilityBackbone=Qwen3-8B2026.05 | 187.9 | 66.26 | 0.76 | 1,902 | |
| Hurdle and Softmax ProbabilityBackbone=Qwen3-0.6B2026.05 | 204.1 | 70.4 | 0.73 | 1,897 | |
| SOTL2026.05 | 212.22 | 69.11 | 5.42 | 1,861 | |
| MaxPressure2026.05 | 303.81 | 100.94 | 6.77 | 1,717 | |
| IPPO2026.05 | 308.87 | 95.38 | 0.76 | 1,736 | |
| Qwen3-8B2026.05 | 468.95 | 98.91 | 0.72 | 1,566 | |
| MAPG2026.05 | 490.71 | 118.61 | 0.74 | 1,514 | |
| Qwen3-0.6B2026.05 | 506.1 | 104.06 | 0.71 | 1,485 | |
| FixedTimet_fixed=302026.05 | 552.72 | 100.34 | 5.19 | 1,455 | |
| LLaMA3-8B2026.05 | 594.9 | 138.63 | 0.81 | 1,359 | |
| FixedTimet_fixed=102026.05 | 923.67 | 114.42 | 4.83 | 1,006 |