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Traffic Forecasting on METR-LA Horizon 3
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2.65
MAE
STAEformer
2.61788
2.83469
3.0515
3.26831
May 7, 2026
MAE
RMSE
MAPE
Updated 26d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
STAEformer
Params=∼4.7M
2026.05
2.65
5.11
6.85
HilbNet, free O(T)
Params=119,036
2026.05
2.923
5.586
7.808
HilbNet, circulant
Params=11,656
2026.05
2.939
5.63
7.908
HilbNet, frozen identity (GCN)
Params=5,756
2026.05
3.092
5.92
8.218
MLP fiber baseline
Params=5,212
2026.05
3.131
6.074
8.271
FC-LSTM
Params=∼150K
2026.05
3.44
6.3
9.6
Spatiotemporal graph baseline
Params=8,908
2026.05
3.453
6.709
9.241
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