Traffic Forecasting on METR-LA Horizon 3
2.65MAESTAEformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STAEformerParams=∼4.7M2026.05 | 2.65 | 5.11 | 6.85 | |
| HilbNet, free O(T)Params=119,0362026.05 | 2.923 | 5.586 | 7.808 | |
| HilbNet, circulantParams=11,6562026.05 | 2.939 | 5.63 | 7.908 | |
| HilbNet, frozen identity (GCN)Params=5,7562026.05 | 3.092 | 5.92 | 8.218 | |
| MLP fiber baselineParams=5,2122026.05 | 3.131 | 6.074 | 8.271 | |
| FC-LSTMParams=∼150K2026.05 | 3.44 | 6.3 | 9.6 | |
| Spatiotemporal graph baselineParams=8,9082026.05 | 3.453 | 6.709 | 9.241 |