30 day-ahead forecasting on PM10 Mumbai Monthly Split (MAY)
26.53MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed, Forecasting Horizon=30 day-ahead2026.05 | 26.53 | 1.31 | 34.16 | 28.11 | 12.56 | 20.78 | |
| GSTARModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 30.5 | 1.49 | 38.5 | 31.78 | 15.25 | 22.35 | |
| NBeatsModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 30.72 | 0.67 | 42.88 | 33.95 | 19.6 | 22.74 | |
| STARMAModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 31.65 | 1.59 | 39.31 | 33.64 | 15.82 | 25.16 | |
| DeepARModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 33.76 | 1.61 | 43.19 | 38.86 | 11.6 | 25.5 | |
| STGCNModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 36.61 | 0.95 | 43.5 | 37.33 | 12.03 | 26.32 | |
| ARIMAModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 37.19 | 1.82 | 42.38 | 37.68 | 10.34 | 25.98 | |
| LSTMModel Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 37.3 | 1.8 | 47.76 | 45.5 | 18.65 | 25.55 | |
| GpGpModel Category=Spatio-Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 40.95 | 2.09 | 46.31 | 41.51 | 20.47 | 28.82 | |
| Trans.Model Category=Temporal Model, Forecasting Horizon=30 day-ahead2026.05 | 43.38 | 2.48 | 46.07 | 46.96 | 8.92 | 34.28 |