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ResearchFormerly WizWand

PeMSD7

Benchmarks

TaskDatasetSOTA resultTrendResults

Traffic Forecasting

PeMSD7 (test)

2.1MAE

95

Traffic flow forecasting

PeMSD7 M

2.66MAE

70

Traffic flow forecasting

PeMSD7 (L)

5.76RMSE

60

Traffic Speed Prediction

PEMSD7 L

5.79RMSE

19

Traffic Speed Prediction

PEMSD7 M

5.33RMSE

19

Traffic speed forecasting

PeMSD7 Medium-scale (test)

2.23MAE

19

Traffic Speed Forecasting

PeMSD7 Large (test)

2.27MAE

19

Traffic Forecasting

PEMSD7 L (test)

2.79MAE

12

Traffic State Estimation

PEMSD7(M) (test)

15.61MAPE

10

Traffic Speed Forecasting

PeMSD7 Medium (test)

2.25MAE (15 min)

8

Traffic Prediction

PeMSD7-M 15 min horizon (test)

2.44MAE

3

Traffic Prediction

PeMSD7-M 60 min horizon (test)

4.59MAE

2

Traffic Prediction

PeMSD7-M 30 min horizon (test)

3.37MAE

2