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Traffic Speed Forecasting on PEMS-Bay

4.2RMSE

STEP

Updated 1mo ago

Evaluation Results

Method	Links
STEP 2026.02		4.2	1.79	4.18
UniST-Pred 2026.02		4.2	1.91	4.52
DCRNN 2026.02		4.74	2.07	4.9
TS-Mixer-ext 2026.02		4.9	2.69	6
TS-Mixer 2026.02		4.91	2.69	6.06
LSTM 2026.02		4.96	2.37	5.7
TCN 2026.02		5.11	2.76	5.97
ST-SSL 2026.02		5.32	2.25	5.13
ASTGCN 2026.02		5.42	2.61	6
STGCN 2026.02		5.69	2.49	5.79
ARIMA 2026.02		6.5	3.36	8.34