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ResearchFormerly WizWand

Independent Ground Stations

Benchmarks

TaskDatasetSOTA resultTrendResults

Air quality prediction (PM2.5)

Independent Ground Stations 2019 (val)

27.1PM2.5 Prediction Error (24h)

6

Air quality prediction (Mean across all pollutants)

Independent Ground Stations 2019 (val)

123.9Error at 12h Forecast Horizon

5

Air quality prediction (O3)

Independent Ground Stations 2019 (val)

58.9Error (24h)

5

Air quality prediction (CO)

Independent Ground Stations 2019 (val)

541Error (12h)

5

Air quality prediction (NO2)

Independent Ground Stations 2019 (val)

21.9Error (12h)

5

Air quality prediction (SO2)

Independent Ground Stations 2019 (val)

13.1Error (12h Forecast)

5

Air quality prediction (PM10)

Independent Ground Stations 2019 (val)

49.4Forecast Error (12h)

5