Traffic Signal Control on LibSignal Cologne1 (test)
46.73Travel TimeMAPG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAPG2026.05 | 46.73 | 5.06 | 0.3 | 2,000 | |
| IDQN2026.05 | 50.58 | 5.37 | 0.31 | 2,000 | |
| PressLight2026.05 | 51.79 | 4.82 | 0.29 | 2,001 | |
| Hurdle and Softmax ProbabilityBackbone=LLaMA3-8B2026.05 | 52.9 | 6.73 | 0.32 | 2,001 | |
| IPPO2026.05 | 55.74 | 7.35 | 0.33 | 1,994 | |
| MaxPressure2026.05 | 58.34 | 7.69 | 2.77 | 2,002 | |
| FRAP2026.05 | 66.67 | 12.09 | 0.31 | 1,995 | |
| LLaMA3-8B2026.05 | 74 | 13.52 | 0.36 | 1,995 | |
| Hurdle and Softmax ProbabilityBackbone=Qwen3-0.6B2026.05 | 80.7 | 20.89 | 0.42 | 1,990 | |
| Hurdle and Softmax ProbabilityBackbone=Qwen3-8B2026.05 | 84.3 | 21.25 | 0.42 | 1,987 | |
| Qwen3-8B2026.05 | 119.4 | 34.37 | 0.43 | 1,919 | |
| FixedTimet_fixed=302026.05 | 156.96 | 46.23 | 4.22 | 1,910 | |
| FixedTimet_fixed=102026.05 | 206.46 | 51.59 | 4.04 | 1,847 | |
| Qwen3-0.6B2026.05 | 531.8 | 40.61 | 0.57 | 1,548 | |
| SOTL2026.05 | 1,358.62 | 104.61 | 5.94 | 515 |