Air quality
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Air Quality (4h shift)
0.95Mean Transport Error
7
Air Quality (3h shift)
0.8Mean Transport Error
7
Air Quality 2h shift
0.55Mean Transport Error
7
Air Quality 1h shift
0.2Mean Transport Error
7
Air Quality
0.759WAPE
7
Air Quality real-world (environment-based)
0.069MDD
6
Air Quality
0.144Average Runtime (s)
6
Air Quality original (test)
0.62Time (KNN)
4
Air quality NO2 (train test)
0.988Relative RMSE
4
Air Quality 10PM (test)
-0.002Delta Covariance
4
Air Quality (val)
0.415Deployment MSE
3
Air Quality
1.46NLL
3
Air quality (test)
49.2Label Accuracy
2
Air Quality (full)
0.623Result [14]
1