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Papers Benchmarks Datasets Tasks

Traffic speed forecasting research benchmarks · SOTA2 Research

Traffic speed forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.39MAE

252

Apr 21, 2026

PEMS-BAY (test)

1.12MAE

187

May 19, 2026

METR-LA 30 min (test)

3.011MAE

29

Jun 12, 2026

METR-LA 60 min (test)

3.53MAE

20

Jun 12, 2026

PeMSD7 Medium-scale (test)

2.23MAE

19

Feb 26, 2026

PeMSD7 Large (test)

2.27MAE

19

Feb 26, 2026

METR-LA 15 min (test)

Transformer + TDA + Sheaf

2.203MAE

18

May 15, 2026

4.2RMSE

11

Feb 27, 2026

PeMSD7 Medium (test)

2.25MAE (15 min)

8

Feb 26, 2026

PEMS-BAY 30 min (test)

1.63MAE

6

Feb 26, 2026

PEMS-BAY 15 min (test)

1.3MAE

6

Feb 26, 2026

0.699MAE

2

Feb 26, 2026

Popular datasets

METR-LA PEMS-BAY PeMSD7 PEMS SIP

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