Air Quality Forecasting on Shanghai City Air Quality (Dec 2018 Case Study)
15.331h Forecast ErrorHighAir
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HighAir2021.01 | 15.33 | 26.12 | 29.64 | 32.12 | |
| AIRMGCN2021.01 | 16.96 | 30.54 | 36.32 | 40.02 | |
| HighAir w/o N&Swind factor (ws)=ignored (set to 0)2021.01 | 18.87 | 38.12 | 40.02 | 43.09 | |
| HGCN2021.01 | 18.93 | 27.07 | 32.24 | 35.16 | |
| HRN2021.01 | 19.22 | 48.65 | 50.19 | 48.19 | |
| GC-DCRNN2021.01 | 20.24 | 35.85 | 38.83 | 41.42 | |
| ST-UNet2021.01 | 20.3 | 34.71 | 37.03 | 36.51 | |
| GC-LSTM2021.01 | 21.3 | 41.18 | 41.37 | 44.82 |