30-day ahead forecasting on PM10 in Delhi MAY
70.1MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 70.1 | 1.56 | 93.68 | 36.28 | 35.05 | 51.3 | |
| ARIMAModel Category=Temporal Model2026.05 | 71.01 | 1.12 | 91.48 | 38 | 35.98 | 90.8 | |
| NBeatsModel Category=Temporal Model2026.05 | 71.75 | 1.15 | 92.81 | 38.6 | 33.77 | 90.8 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 78.42 | 1.25 | 97.83 | 41.91 | 36.63 | 96.06 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 78.77 | 1.23 | 105.91 | 42.5 | 52.29 | 107.33 | |
| Trans.Model Category=Temporal Model2026.05 | 79.39 | 1.24 | 107.15 | 42.9 | 53.76 | 108.91 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 88.82 | 1.41 | 118.57 | 49.3 | 61.73 | 119.12 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 117.99 | 1.86 | 147.03 | 77.9 | 91.62 | 122.96 | |
| DeepARModel Category=Temporal Model2026.05 | 170.78 | 2.72 | 195.07 | 155.4 | 136.63 | 122.6 | |
| LSTMModel Category=Temporal Model2026.05 | 176.32 | 2.81 | 199.93 | 167.3 | 141.06 | 122.6 |