Queue Length Estimation on N1-IN (Afternoon peak) benchmark leaderboard · SOTA2 Research

Queue Length Estimation on N1-IN (Afternoon peak)

85.82RMSEXGBoost

Evaluation Results

Method	Links
XGBoost2025.09		85.82	67.71	16.96
Q-Net2025.09		88.36	69.25	17.41
GP2025.09		93.25	73.32	18.5
Tree-RPROP2025.09		101.37	75.49	19.43
LSTM2025.09		103.32	82.54	18.16
ISC2025.09		297.51	241.49	50.3
OSD2025.09		349.54	269.32	58.02