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Papers Benchmarks Datasets Tasks

Beijing PM2.5 dataset and benchmarks · SOTA2 Research

Research Datasets

Beijing PM2.5

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time Series Attribution

Beijing PM2.5 Bei

29AUClag@25%

18

Time Series Forecasting

Beijing PM2.5 (test)

51.46MAE

18

PM2.5 forecasting

Beijing PM2.5 (test)

13.34Average MAE

11

PM2.5 reanalysis

Beijing PM2.5 (1-Week reanalysis)

21.29MAE

5

PM2.5 reanalysis

Beijing PM2.5 (4-Day reanalysis)

17.44MAE

5

PM2.5 reanalysis

Beijing PM2.5 (2-Day reanalysis)

13.57MAE

5

Time series imputation

Beijing PM2.5 hourly from 36 stations (test)

0.108CRPS

5

Popular tasks

PM2.5 reanalysis Time Series Forecasting Time Series Imputation PM2.5 forecasting Time Series Attribution

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