AQI
Benchmarks
TaskDatasetSOTA resultTrendResults
AQI
11.81MAE
14
AQI
13.74MAE
13
AQI point missing, ρ=20%
7.83MAE
13
AQI Simulated failures (test)
13.92MAE
12
AQI
20.89MAE
9
AQI (in-sample)
13.1MAE
9
AQI-36 (in-sample)
10.51MAE
9
AQI-19 (2-day)
10.04MAE
8
AQI 19 (1-day)
9.33MAE
8
AQI (out-of-sample)
14.73MAE
8
AQI
21.51MAE
6
AQI Simulated failures
13.573MAE
4
AQI
16.72MAE
4
AQI-22 3-day
—MAE
0
AQI-22 (2-day)
—MAE
0
AQI-22 (1-day)
—MAE
0
AQI-19 (3-day)
—MAE
0