60 day-ahead forecasting on PM2.5 Delhi (NOV–DEC)
55.38MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 55.38 | 73.02 | 2.28 | 26.19 | 27.66 | 41.6 | |
| ARIMAModel Category=Temporal Model2026.05 | 90.77 | 111.64 | 1.91 | 46.5 | 71.38 | 131.98 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 107.25 | 127.11 | 2.24 | 57.87 | 85.93 | 134.44 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 120.8 | 139.69 | 2.5 | 68.2 | 96.23 | 134.78 | |
| Trans.Model Category=Temporal Model2026.05 | 127.97 | 146.81 | 2.67 | 74.5 | 102.18 | 135.65 | |
| NBeatsModel Category=Temporal Model2026.05 | 132.34 | 149.75 | 2.78 | 80.8 | 105.13 | 136.02 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 157.59 | 173.31 | 3.31 | 113.5 | 125.72 | 136.15 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 159.92 | 175.57 | 3.35 | 117.8 | 127.54 | 136.2 | |
| DeepARModel Category=Temporal Model2026.05 | 200.48 | 213.17 | 4.21 | 162.3 | 160.39 | 136.39 | |
| LSTMModel Category=Temporal Model2026.05 | 204.62 | 217.05 | 4.3 | 169.4 | 163.7 | 136.38 |