Metric: 12 steps MAPE (higher is better)
| # | Model↕ | 12 steps MAPE▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | STG-NCDE | 15.06 | No | Graph Neural Controlled Differential Equations f... | 2021-12-07 | Code |
| 2 | STG-NRDE | 14.9 | No | Graph Neural Rough Differential Equations for Tr... | 2023-03-20 | Code |
| 3 | PDG2Seq | 14.88 | No | - | - | Code |
| 4 | DDGCRN | 14.22 | No | - | - | Code |
| 5 | STD-MAE | 13.96 | Yes | Spatial-Temporal-Decoupled Masked Pre-training f... | 2023-12-01 | Code |