30 day-ahead forecasting on PM2.5 in Delhi (DEC)
43.23MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 43.23 | 1.7 | 54.44 | 21.26 | 21.26 | 31.02 | |
| NBeatsModel Category=Temporal Model2026.05 | 68.77 | 1.84 | 89.4 | 35.9 | 46.63 | 105.74 | |
| ARIMAModel Category=Temporal Model2026.05 | 74.03 | 1.97 | 94.04 | 39.8 | 50.95 | 106.68 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 81.8 | 2.2 | 102.78 | 46.32 | 65.71 | 124.1 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 96.54 | 2.55 | 116.9 | 56.8 | 74.21 | 120.71 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 97.15 | 2.59 | 123.92 | 58.2 | 71.73 | 124.31 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 106.11 | 2.86 | 133.8 | 68.3 | 84.21 | 125.8 | |
| Trans.Model Category=Temporal Model2026.05 | 106.47 | 2.85 | 122.82 | 66.1 | 85.07 | 122.15 | |
| LSTMModel Category=Temporal Model2026.05 | 176.33 | 4.76 | 186.95 | 151.9 | 141.06 | 123.46 | |
| DeepARModel Category=Temporal Model2026.05 | 181.01 | 4.89 | 191.37 | 159.9 | 144.81 | 123.46 |