| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| KnowAir 4-year (Sub-dataset 3) | Cy2Mixer | RMSE43.19 | 7 | 1mo ago | |
| KnowAir 4-year (Sub-dataset 2) | Cy2Mixer | RMSE31.29 | 7 | 1mo ago | |
| KnowAir 4-year (Sub-dataset 1) | Cy2Mixer | RMSE19.34 | 7 | 1mo ago | |
| Ireland 2020–2021 | PollutionNet | RMSE (NO2)6.89 | 1 | 12d ago | |
| China, EU, USA 2012–2021 | RMSE (O3)19.6 | 1 | 12d ago | ||
| BTH, China 2014–2019 | Avg NO2 RMSE13.3 | 1 | 12d ago | ||
| China 2013–2020 | RMSE (NO2)11.5 | 1 | 12d ago | ||
| China 2018–2020 | RMSE (NO2)8.44 | 1 | 12d ago | ||
| China 2014–2015 | RMSE (SO2)10.36 | 1 | 12d ago |
