| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Traffic-SH (Short-term) | PatchTST | MAE0.31 | 19 | 1mo ago | |
| Traffic-SH long-term (24 -> 24avg) (test) | MAE0.48 | 19 | 1mo ago | ||
| Bike-NYC (Short-term) | GWNet | MAE0.94 | 5 | 1mo ago | |
| Taxi-NYC Short-term | PatchTST | MAE4.08 | 3 | 1mo ago | |
| Tdrive-BJ Long-term 24 -> 24avg (test) | UrbanFM | MAE12.92 | 3 | 1mo ago | |
| Tdrive-BJ Short-term 12 -> 12avg (test) | - | MAE- | 0 | 1mo ago | |
| Taxi-NYC long-term (24 -> 24avg) (test) | - | MAE- | 0 | 1mo ago | |
| Taxi-NYC Short-term 12 -> 12avg (test) | - | MAE- | 0 | 1mo ago | |
| Bike-NYC Long-term 24 -> 24avg (test) | - | MAE- | 0 | 1mo ago | |
| Bike-NYC Short-term 12 -> 12avg (test) | - | MAE- | 0 | 1mo ago | |
| Traffic-SH Short-term 12 -> 12avg (test) | - | MAE- | 0 | 1mo ago |
