KnowAir
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Air Quality Forecasting | KnowAir | MAE7.58 | 45 | |
| Air Quality Prediction | KnowAir original (test) | MAE16.92 | 20 | |
| Air pollution prediction | KnowAir 4-year (Sub-dataset 3) | RMSE43.19 | 7 | |
| Air pollution prediction | KnowAir 4-year (Sub-dataset 2) | RMSE31.29 | 7 | |
| Air pollution prediction | KnowAir 4-year (Sub-dataset 1) | RMSE19.34 | 7 |
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