Traffic Speed Forecasting on PEMS-Bay benchmark leaderboard · SOTA2 Research

Traffic Speed Forecasting on PEMS-Bay

4.2RMSESTEP

Evaluation Results

Method	Links
STEP2026.02		4.2	1.79	4.18
UniST-Pred2026.02		4.2	1.91	4.52
DCRNN2026.02		4.74	2.07	4.9
TS-Mixer-ext2026.02		4.9	2.69	6
TS-Mixer2026.02		4.91	2.69	6.06
LSTM2026.02		4.96	2.37	5.7
TCN2026.02		5.11	2.76	5.97
ST-SSL2026.02		5.32	2.25	5.13
ASTGCN2026.02		5.42	2.61	6
STGCN2026.02		5.69	2.49	5.79
ARIMA2026.02		6.5	3.36	8.34