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Benchmarks
Traffic Flow Prediction (Public Transit) on 350 zones
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0.112
RMSE
GeoAI Hybrid
0.10492
0.15271
0.2005
0.24829
Mar 5, 2026
RMSE
R2
MAPE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
MAPE
GeoAI Hybrid
significance_vs_RF=better
2026.03
0.112
0.903
5.9
GNN
significance_vs_GWR=p...
2026.03
0.147
0.849
8.2
RF
significance_vs_GWR=p...
2026.03
0.168
0.811
9.6
MGWR
2026.03
0.185
0.759
11.1
GWR
2026.03
0.228
0.688
13.3
OLS
2026.03
0.289
0.531
17.2
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