30 day-ahead forecasting on PM10 Mumbai Monthly Split (OCT)
22.76MAENBeats
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NBeatsModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 22.76 | 0.51 | 36.36 | 38.97 | 16.1 | 17.86 | |
| GCSVRModel Category=Proposed, Forecasting Horizon=30 day-ahead2026.05 | 23.51 | 1.21 | 32.5 | 40.23 | 17.11 | 19.94 | |
| GpGpModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 24.28 | 1.26 | 30.1 | 37.88 | 12.14 | 22.1 | |
| GSTARModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 35.58 | 1.86 | 45.34 | 61.66 | 17.79 | 27.33 | |
| DeepARModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 36.26 | 1.91 | 43.87 | 51.1 | 29.72 | 25.85 | |
| ARIMAModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 37.55 | 1.87 | 42.91 | 51.54 | 11.49 | 25.61 | |
| STARMAModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 39.21 | 2.02 | 49.02 | 71.8 | 19.6 | 30.05 | |
| LSTMModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 39.78 | 2.09 | 48.87 | 58.1 | 19.89 | 22.64 | |
| STGCNModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 52.58 | 1.44 | 57.08 | 65.54 | 13.36 | 41.01 | |
| Trans.Model Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 70.44 | 4.32 | 73.83 | 86.6 | 14.09 | 58.15 |