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ResearchFormerly WizWand

PEMS-BAY

Benchmarks

TaskDatasetSOTA resultTrendResults

Traffic speed forecasting

PEMS-BAY (test)

1.12MAE

187

Traffic Forecasting

PEMS-BAY 15min horizon 3

1.23MAE

32

Traffic Forecasting

PEMS-BAY 60min horizon 12

1.88MAE

31

Duration-Based Fine-Grained Prediction

PeMS-Bay

2.8MAE

30

Traffic Imputation (Block-MAR)

PEMS-BAY

2.451MAE

30

Traffic Imputation (Cell-MAR)

PEMS-BAY

1.84MAE

30

Graph Time Series Conformal Prediction

PEMS-BAY N=50

0.94Prediction Width

27

Traffic Forecasting

PEMS-BAY 30min horizon 6

1.6MAE

24

Time Series Imputation

PEMS-BAY Point missing (test)

0.67MAE

21

Time Series Imputation

PEMS-BAY Block missing (test)

1.05MAE

21

Multivariate time series forecasting

PeMS-Bay Horizon 12

1.62MAE

20

Traffic Prediction

PeMS-BAY 15 min horizon (test)

1.5MAE

18

Transition-regime coverage prediction

PEMS-BAY (test)

81.7Transition-Regime Coverage

16

Traffic speed prediction

PEMS-BAY Horizon 12 (test)

1.86MAE

16

Traffic speed prediction

PEMS-BAY Horizon 6 (test)

1.59MAE

16

Traffic speed prediction

PEMS-BAY Horizon 3 (test)

1.28MAE

16

Traffic Forecasting

PEMS-Bay

1.13CRPS

15

Multivariate Time Series Forecasting

PEMS-BAY

1.26MAE Horizon 3

13

E-PEMS-BAY Horizon 6

1.475MAE

12

E-PEMS-BAY Horizon 1

0.916MAE

12

Multivariate Time Series Forecasting

PEMS-BAY

0.766R2

12

Multivariate Time Series Forecasting

PEMS-BAY BasicTS+ standard

3.9WAPE

12

Spatiotemporal Traffic Forecasting

PeMS-BAY (test)

1.977G-MAE

12

Multivariate time series forecasting

PEMS-BAY

1.3MAE @ 3

12

Traffic speed prediction

PEMS-BAY 60 min

1.95MAE

12