30 day-ahead forecasting on PM2.5 in Delhi (MAY)
28.82MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 28.82 | 1.04 | 34.28 | 39.74 | 13.41 | 21 | |
| NBeatsModel Category=Temporal Model2026.05 | 30.31 | 1.22 | 37.6 | 44.2 | 14.87 | 38.98 | |
| ARIMAModel Category=Temporal Model2026.05 | 35.1 | 1.43 | 42.79 | 48.4 | 11.73 | 41.5 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 35.32 | 1.42 | 45.3 | 59.3 | 26.5 | 43.11 | |
| Trans.Model Category=Temporal Model2026.05 | 39.24 | 1.63 | 45.89 | 53.7 | 11.32 | 42.15 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 40.23 | 1.72 | 47.76 | 53.7 | 11.32 | 43.95 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 42.19 | 1.69 | 52.7 | 80.1 | 33.2 | 44.11 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 42.47 | 1.75 | 49.82 | 55.87 | 12.32 | 45.37 | |
| LSTMModel Category=Temporal Model2026.05 | 45.77 | 1.83 | 56.97 | 85.8 | 36.55 | 44.36 | |
| DeepARModel Category=Temporal Model2026.05 | 49.8 | 2 | 60.38 | 100.4 | 39.83 | 44.35 |