Spatio-temporal forecasting on AQI 19 (1-day)
9.33MAEExoST
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ExoSTBackbone=AGCRN2025.09 | 9.33 | 14.24 | 38.57 | 36.09 | |
| MAGCRNBackbone=AGCRN2025.09 | 9.82 | 15.18 | 38.66 | 37.97 | |
| DAGBackbone=AGCRN2025.09 | 11.48 | 18.47 | 53.4 | 44.38 | |
| NBEATSxBackbone=AGCRN2025.09 | 11.63 | 18.44 | 56.54 | 44.96 | |
| ChronosX2025.09 | 12.46 | 18.37 | 55.86 | 48.17 | |
| TimeXerBackbone=AGCRN2025.09 | 13.11 | 20.2 | 64.48 | 50.71 | |
| CrossLinearBackbone=AGCRN2025.09 | 13.32 | 19.29 | 70.55 | 51.62 | |
| TiDEBackbone=AGCRN2025.09 | 14.73 | 20.73 | 93.01 | 56.96 |