30-day ahead forecasting on PM10 in Delhi APR
48.28MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 48.28 | 1.08 | 59.68 | 27.87 | 24.02 | 36.58 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 55.68 | 1.31 | 66.76 | 29.03 | 27.75 | 82.19 | |
| ARIMAModel Category=Temporal Model2026.05 | 59.82 | 1.37 | 75.86 | 30.9 | 43.18 | 96.36 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 61.34 | 1.42 | 74.55 | 31.9 | 38.6 | 92.03 | |
| NBeatsModel Category=Temporal Model2026.05 | 67.72 | 1.54 | 85.42 | 36.1 | 51.59 | 108.55 | |
| Trans.Model Category=Temporal Model2026.05 | 71.49 | 1.61 | 88.3 | 37.9 | 53.27 | 108.53 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 106.86 | 2.45 | 124.18 | 68.5 | 83.76 | 122.69 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 151.14 | 3.46 | 165.07 | 117.1 | 120.9 | 122.69 | |
| DeepARModel Category=Temporal Model2026.05 | 179.36 | 4.14 | 189.86 | 161.4 | 143.49 | 122.26 | |
| LSTMModel Category=Temporal Model2026.05 | 181.01 | 4.18 | 191.41 | 164.5 | 144.81 | 122.26 |