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Traffic Forecasting on METR-LA Horizon 6
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2.97
MAE
STAEformer
2.9224
3.2437
3.565
3.8863
May 7, 2026
MAE
RMSE
MAPE
Updated 26d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
STAEformer
Params=∼4.7M
2026.05
2.97
6
8.13
HilbNet, free O(T)
Params=119,036
2026.05
3.372
6.732
9.507
HilbNet, circulant
Params=11,656
2026.05
3.409
6.765
9.844
HilbNet, frozen identity (GCN)
Params=5,756
2026.05
3.713
7.312
10.52
FC-LSTM
Params=∼150K
2026.05
3.77
7.23
10.9
MLP fiber baseline
Params=5,212
2026.05
3.775
7.496
10.626
Spatiotemporal graph baseline
Params=8,908
2026.05
4.16
8.158
11.916
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