30 day-ahead forecasting on PM2.5 in Delhi (MAR)
20.22MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 20.22 | 0.77 | 24.62 | 26.27 | 10.11 | 17.76 | |
| Trans.Model Category=Temporal Model2026.05 | 25.88 | 1.35 | 30.17 | 31.9 | 7.76 | 34.81 | |
| NBeatsModel Category=Temporal Model2026.05 | 25.9 | 1.24 | 31.38 | 30 | 7.9 | 35.24 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 30.4 | 1.6 | 35.75 | 36.24 | 8.75 | 38.21 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 31.18 | 1.53 | 35.75 | 44.7 | 20.59 | 42.02 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 31.99 | 1.75 | 36.87 | 38.2 | 8.4 | 38.08 | |
| ARIMAModel Category=Temporal Model2026.05 | 33.32 | 1.7 | 38.68 | 38.6 | 7.21 | 39.74 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 36.81 | 1.79 | 42.52 | 59.1 | 27.62 | 45.98 | |
| LSTMModel Category=Temporal Model2026.05 | 56.96 | 2.78 | 61.09 | 108.5 | 45.57 | 47.91 | |
| DeepARModel Category=Temporal Model2026.05 | 60.59 | 2.98 | 64.47 | 120.9 | 48.47 | 47.91 |