| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| US-PM original (test) | AirDDE | MAE3.53 | 20 | 1mo ago | |
| China-AQI original (test) | AirDDE | MAE17.03 | 20 | 1mo ago | |
| KnowAir original (test) | AirDDE | MAE16.92 | 20 | 1mo ago | |
| OpenAQ CO 2019 (val) | Aurora | RMSE0.59 | 5 | 1mo ago | |
| OpenAQ SO2 2019 (val) | TopoFlow | RMSE13.3 | 5 | 1mo ago | |
| OpenAQ NO2 2019 (val) | TopoFlow | RMSE23.9 | 5 | 1mo ago | |
| OpenAQ PM10 2019 (val) | TopoFlow | RMSE (Concentration Unit)48.8 | 5 | 1mo ago | |
| OpenAQ PM2.5 2019 (val) | TopoFlow | RMSE28 | 5 | 1mo ago | |
| OpenAQ O3 2019 (val) | Aurora | RMSE57.9 | 4 | 1mo ago | |
| Air quality NO2 (train test) | SSFNN | Relative RMSE0.988 | 4 | 1mo ago |
