Bike-sharing Demand Forecasting on Chicago Divvy-Bike (Sept. 2025)
0.7419RMSESTAGformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAGformer2026.07 | 0.7419 | 0.2464 | |
| BGM2026.07 | 0.768 | 0.2557 | |
| GRU2026.07 | 0.7823 | 0.2303 | |
| GAT2026.07 | 0.7849 | 0.2236 | |
| Transformer2026.07 | 0.8267 | 0.248 | |
| BikeMAN2026.07 | 0.8411 | 0.2699 | |
| STAEformer2026.07 | 0.8678 | 0.2666 | |
| Spatial Regression2026.07 | 1.1327 | 0.4163 | |
| T-STAR2026.07 | 1.1502 | 0.457 | |
| Linear Regression2026.07 | 1.2282 | 0.8595 |