Bike-sharing Demand Forecasting on NYC Citi-Bike (Oct. 2025)
0.4782RMSESTAGformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAGformer2026.07 | 0.4782 | 0.2532 | |
| STAEformer2026.07 | 0.5145 | 0.2628 | |
| Transformer2026.07 | 0.5426 | 0.2984 | |
| GRU2026.07 | 0.5572 | 0.2872 | |
| BikeMAN2026.07 | 0.5832 | 0.303 | |
| GAT2026.07 | 0.5853 | 0.3426 | |
| Linear Regression2026.07 | 0.6152 | 0.3715 | |
| BGM2026.07 | 0.6208 | 0.2579 | |
| Spatial Regression2026.07 | 0.9377 | 0.5546 | |
| T-STAR2026.07 | 0.9497 | 0.5718 |