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Beijing PM2.5

Benchmarks

Task NameDataset NameSOTA ResultTrend
Time Series AttributionBeijing PM2.5 Bei
AUClag@25%29
18
Time Series ForecastingBeijing PM2.5 (test)
MAE51.46
18
PM2.5 forecastingBeijing PM2.5 (test)
Average MAE13.34
11
PM2.5 reanalysisBeijing PM2.5 (1-Week reanalysis)
MAE21.29
5
PM2.5 reanalysisBeijing PM2.5 (4-Day reanalysis)
MAE17.44
5
PM2.5 reanalysisBeijing PM2.5 (2-Day reanalysis)
MAE13.57
5
Time series imputationBeijing PM2.5 hourly from 36 stations (test)
CRPS0.108
5
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