Traffic Forecasting on METR-LA Horizon 6
2.97MAESTAEformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STAEformerParams=∼4.7M2026.05 | 2.97 | 6 | 8.13 | |
| HilbNet, free O(T)Params=119,0362026.05 | 3.372 | 6.732 | 9.507 | |
| HilbNet, circulantParams=11,6562026.05 | 3.409 | 6.765 | 9.844 | |
| HilbNet, frozen identity (GCN)Params=5,7562026.05 | 3.713 | 7.312 | 10.52 | |
| FC-LSTMParams=∼150K2026.05 | 3.77 | 7.23 | 10.9 | |
| MLP fiber baselineParams=5,2122026.05 | 3.775 | 7.496 | 10.626 | |
| Spatiotemporal graph baselineParams=8,9082026.05 | 4.16 | 8.158 | 11.916 |