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Traffic Signal Control on Yau Ma Tei, Hong Kong unseen emergency vehicle priority scenarios

25.67EMV Travel TimeReasonLight
23.3938.7854.1769.56May 28, 2026

Evaluation results

MethodLinks
ReasonLightCategory=VLM-based2026.0525.671.5
Vanilla-VLMCategory=VLM-based2026.0527.795.86
VLMLightCategory=VLM-based2026.05322.57
UniTSACategory=RL-based2026.0533.195.17
MaxPressureCategory=Rule-based2026.0536.178.83
CCDACategory=RL-based2026.0536.245.65
RL BackboneCategory=RL-based2026.0541.0313.22
WebsterCategory=Rule-based2026.0559.6730.83
IntelliLightCategory=RL-based2026.0565.598.14
FixTimeCategory=Rule-based2026.0582.6753.17