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Benchmarks
Bike-sharing Demand Forecasting on NYC Citi-Bike (Oct. 2025)
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0.4782
RMSE
STAGformer
0.45934
0.586645
0.71395
0.841255
Jul 7, 2026
RMSE
MAE
Updated 17d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
STAGformer
2026.07
0.4782
0.2532
STAEformer
2026.07
0.5145
0.2628
Transformer
2026.07
0.5426
0.2984
GRU
2026.07
0.5572
0.2872
BikeMAN
2026.07
0.5832
0.303
GAT
2026.07
0.5853
0.3426
Linear Regression
2026.07
0.6152
0.3715
BGM
2026.07
0.6208
0.2579
Spatial Regression
2026.07
0.9377
0.5546
T-STAR
2026.07
0.9497
0.5718
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