Bike-sharing Demand Forecasting on NYC Citi-Bike Sept. 2025
0.4874RMSESTAGformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAGformer2026.07 | 0.4874 | 0.2375 | |
| STAEformer2026.07 | 0.5106 | 0.266 | |
| Transformer2026.07 | 0.5524 | 0.2905 | |
| GRU2026.07 | 0.5538 | 0.2996 | |
| GAT2026.07 | 0.5681 | 0.3272 | |
| Linear Regression2026.07 | 0.6336 | 0.3673 | |
| BikeMAN2026.07 | 0.6429 | 0.3198 | |
| BGM2026.07 | 0.667 | 0.3452 | |
| Spatial Regression2026.07 | 1.1176 | 0.6256 | |
| T-STAR2026.07 | 1.1373 | 0.6616 |