AirQuality
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AirQuality
0.43Cohen's Kappa (Start)
15
AirQuality
44Average Accuracy
15
AirQuality real-world
45F1 Score
10
AIRQUALITY
100.21Fidelity
10
AirQuality
0.21MSE
8
AirQuality MNAR averaged across missing ratios (test)
0.21MSE
8
AirQuality (AQ)
43Start Stage 1 Score
4
AirQuality (AQ) 50 configurations
71Performance Score (Start Stage 1)
4
AirQuality real-world (Out-of-support)
0.138MSE
4
AirQuality real-world (In-distribution)
0.318MSE
4
AirQuality MCAR 10/50/90% avg (test)
—Primary metric
0