GBA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Traffic Forecasting | GBA | MAE (Average)15.07 | 41 | |
| Spatio-temporal forecasting | GBA | Relative MAE0.207 | 37 | |
| Backdoor Defense in Time Series Forecasting | GBA 2019 | MAEC26.705 | 12 | |
| Spatio-Temporal Time Series Forecasting | GBA LargeST (test) | MAE (Horizon 3)16.05 | 12 | |
| Long-horizon Traffic Forecasting | GBA (96⇒672) | MAE26.09 | 5 | |
| Long-horizon Traffic Forecasting | GBA 96⇒192 | MAE23.77 | 5 | |
| Long-horizon Traffic Forecasting | GBA 96⇒96 | MAE22.2 | 5 | |
| Long-horizon Traffic Forecasting | GBA 96⇒48 | MAE20.99 | 5 | |
| Time Series Forecasting | GBA Horizon 3 | MAE17.2 | 3 |
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