30-day ahead forecasting on PM10 in Delhi NOV
91.44MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 91.44 | 1.12 | 116.45 | 25.74 | 45.72 | 67.62 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 101.36 | 1.28 | 123.56 | 27.6 | 49.25 | 159.67 | |
| NBeatsModel Category=Temporal Model2026.05 | 114.14 | 1.43 | 137.63 | 31.9 | 73.64 | 178.26 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 139.78 | 1.74 | 161.36 | 40.51 | 105.57 | 206.01 | |
| ARIMAModel Category=Temporal Model2026.05 | 160.63 | 2 | 181.25 | 49.2 | 124.79 | 222.28 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 163.94 | 2.04 | 182.67 | 51.8 | 125.97 | 219.46 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 164.5 | 2.04 | 183.15 | 51.8 | 125.9 | 216.77 | |
| Trans.Model Category=Temporal Model2026.05 | 230.28 | 2.86 | 255.63 | 78.1 | 183.96 | 237.7 | |
| DeepARModel Category=Temporal Model2026.05 | 365.48 | 4.57 | 382.37 | 176.9 | 292.38 | 237.7 | |
| LSTMModel Category=Temporal Model2026.05 | 370.52 | 4.64 | 387.2 | 182.2 | 296.41 | 237.7 |