30 day-ahead forecasting on PM10 Mumbai Monthly Split (JUN)
21.67MAEGSTAR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GSTARModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 21.67 | 1.06 | 27.22 | 34.26 | 10.83 | 17.27 | |
| GCSVRModel Category=Proposed, Forecasting Horizon=30 day-ahead2026.05 | 23 | 1.16 | 28.41 | 36.87 | 11.24 | 18.93 | |
| STARMAModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 23.56 | 1.17 | 28.95 | 37.95 | 11.78 | 22.19 | |
| NBeatsModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 29.87 | 0.65 | 39.1 | 44.84 | 11.4 | 21.22 | |
| DeepARModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 33.03 | 1.64 | 40.37 | 49.43 | 25.1 | 23.22 | |
| LSTMModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 35.33 | 1.77 | 43.42 | 54.53 | 17.67 | 20.23 | |
| GpGpModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 40.92 | 2.08 | 46.12 | 57.58 | 20.46 | 28.75 | |
| ARIMAModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 47.28 | 2.32 | 52.15 | 62.61 | 11.49 | 30.76 | |
| STGCNModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 52.15 | 1.37 | 57.11 | 66.14 | 12.42 | 40.75 | |
| Trans.Model Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 77.41 | 4.49 | 78.29 | 93.5 | 15.48 | 70.78 |