Grid-based Spatio-Temporal Forecasting on Bike-NYC (Short-term)
0.94MAEGWNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GWNetEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 0.94 | 3.32 | 41.82 | |
| STIDEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 1.12 | 3.39 | 46.32 | |
| STAEformerEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 1.52 | 5.62 | 57.83 | |
| UrbanFMEvaluation Protocol=Zero-Shot, Method Type=ST2026.02 | 2.12 | 3.64 | 24.39 | |
| FactoSTEvaluation Protocol=Zero-Shot, Method Type=ST2026.02 | 3.77 | 7.11 | 54.36 |