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Bike-sharing Demand Forecasting on Chicago Divvy-Bike (Oct. 2025)
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0.544
RMSE
STAGformer
0.53198
0.613115
0.69425
0.775385
Jul 7, 2026
RMSE
MAE
Updated 17d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
STAGformer
2026.07
0.544
0.1911
BikeMAN
2026.07
0.6034
0.2345
Linear Regression
2026.07
0.6262
0.3309
GRU
2026.07
0.6394
0.2636
BGM
2026.07
0.6496
0.2542
Transformer
2026.07
0.6784
0.2399
GAT
2026.07
0.7419
0.3064
STAEformer
2026.07
0.7603
0.2764
Spatial Regression
2026.07
0.8353
0.362
T-STAR
2026.07
0.8445
0.4004
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