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Papers Benchmarks Datasets Tasks

PEMS-04 dataset and benchmarks · SOTA2 Research

Research Datasets

PEMS-04

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

PEMS-04

11.67WAPE

24

Traffic Forecasting

PEMS-04 Long-term (24 -> 24avg)

31.36RMSE

13

Multivariate Time Series Forecasting

PEMS-04 (BasicTS+ split protocol)

11.67WAPE (%)

12

Spatiotemporal Imputation

PEMS-04 Block missing

17.55MAE

4

Spatiotemporal Kriging

PEMS-04

70.188MAE

4

Popular tasks

Multivariate Time-series Forecasting Forecasting Traffic Forecasting Spatiotemporal Kriging Spatiotemporal Imputation

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