Bike-sharing Demand Forecasting on Chicago Divvy-Bike (Oct. 2025)
0.544RMSESTAGformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAGformer2026.07 | 0.544 | 0.1911 | |
| BikeMAN2026.07 | 0.6034 | 0.2345 | |
| Linear Regression2026.07 | 0.6262 | 0.3309 | |
| GRU2026.07 | 0.6394 | 0.2636 | |
| BGM2026.07 | 0.6496 | 0.2542 | |
| Transformer2026.07 | 0.6784 | 0.2399 | |
| GAT2026.07 | 0.7419 | 0.3064 | |
| STAEformer2026.07 | 0.7603 | 0.2764 | |
| Spatial Regression2026.07 | 0.8353 | 0.362 | |
| T-STAR2026.07 | 0.8445 | 0.4004 |