Traffic Signal Control on Jinan-1 benchmark leaderboard · SOTA2 Research

Traffic Signal Control on Jinan-1

56.1Avg Travel Time (ATT)C2T

Evaluation Results

Method	Links
C2T2026.04		56.1	13.1	19.4
Baseline2026.04		62.3	14.8	21.5
CuraLight2026.04		148.95	10.86	54.6
GPT-5-mini2026.04		149.23	11.05	53.16
Llama-4-Scout2026.04		156.93	12.38	61.64
Gemma-3-27b-it2026.04		158.46	12.78	65.45
Llama-3-70B2026.04		158.61	11.49	64.28
Gemma-3-12b-it2026.04		163.58	13.49	70.23
π-Light2026.04		164.64	13.96	68.04
DeepSeek-R1-32B2026.04		169.56	12.88	73.55
UniTSA2026.04		171.45	12.82	71.59
MaxPressure2026.04		199.26	14.35	96.68
DeepSeek-R1-14B2026.04		207.25	18.92	115.23
LLMLight2026.04		235.01	18.13	134.2
LLMLight2025.11		264.7	132.53	46.16
TPET2025.11		265.58	133.43	36.8
Maxpressure2025.11		265.75	133.9	40.2
CoLight2025.11		266.39	135.08	53.33
LLMLight2025.11		271.6	142.95	54.55
AttendLight2025.11		273.02	144.05	55.93
LLMLight2025.11		274.33	144.95	54.94
PressLight2025.11		275.85	148.18	54.81
DGLight2026.04		275.92	162.64	47.17
LightGPT2026.04		277.38	164.6	48.68
JS-GRPO-h62026.04		277.73	164.92	50.28
NeRM2025.11		278.45	149.2	55.1
JS-GRPO-h32026.04		279.59	168.24	52.8
MPLight2026.04		285.7	25.21	178.55
MPLight2025.11		291.79	171.7	89.93
Traffic-R12026.04		308.88	33.65	239.46
AttendLight2026.04		319.22	67.05	246.16
LLMLight2025.11		320.41	210.13	100.9
Qwen3-32B2026.04		326.47	39.57	248.02
PressLight2026.04		333.63	27.06	220.03
FixedTime2026.04		354.94	27.71	245.06
Advanced-CoLight2026.04		362.96	69.22	296.7
Efficient-CoLight2026.04		380.94	36.81	273.61
FixedTime2025.11		450.11	394.34	69.19
LLMLight2025.11		501.36	479.5	154.19
CoLight2026.04		532.24	50.49	426.82
Random2026.04		538.07	45.1	431.61
Random2025.11		552.74	529.63	99.33