OpenAQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Air quality prediction | OpenAQ CO 2019 (val) | RMSE0.59 | 5 | |
| Air quality prediction | OpenAQ SO2 2019 (val) | RMSE13.3 | 5 | |
| Air quality prediction | OpenAQ NO2 2019 (val) | RMSE23.9 | 5 | |
| Air quality prediction | OpenAQ PM10 2019 (val) | RMSE (Concentration Unit)48.8 | 5 | |
| Air quality prediction | OpenAQ PM2.5 2019 (val) | RMSE28 | 5 | |
| Air Quality Index (AQI) classification | OpenAQ 2017-2022 (5-fold location-grouped spatial CV) | Accuracy50.4 | 4 | |
| PM2.5 concentration estimation | OpenAQ 2017-2022 (5-fold location-grouped spatial CV) | RMSE (µg/m3)30.54 | 4 | |
| Air quality prediction | OpenAQ O3 2019 (val) | RMSE57.9 | 4 |
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