KnowAir
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
KnowAir
7.58MAE
49
KnowAir original (test)
16.92MAE
20
KnowAir PM2.5-bthsa (test)
1,206.149MSE
9
KnowAir O3-bthsa (test)
940.284MSE
9
KnowAir
940.284O3 MSE (bthsa)
9
KnowAir 4-year (Sub-dataset 3)
43.19RMSE
7
KnowAir 4-year (Sub-dataset 2)
31.29RMSE
7
KnowAir 4-year (Sub-dataset 1)
19.34RMSE
7
KnowAir 96→96
17.385MAE
2