30 day-ahead forecasting on PM2.5 in Delhi (NOV)
61.55MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 61.55 | 2.55 | 79.49 | 28.15 | 30.78 | 45.69 | |
| ARIMAModel Category=Temporal Model2026.05 | 102.46 | 1.77 | 119.19 | 49.3 | 79.49 | 142.51 | |
| NBeatsModel Category=Temporal Model2026.05 | 119.58 | 2.06 | 137.38 | 61.8 | 93.07 | 145.81 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 136.72 | 2.32 | 153.82 | 72.5 | 108.65 | 146.6 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 141.29 | 2.42 | 157.71 | 81.1 | 112.22 | 147.36 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 142.82 | 2.44 | 159.83 | 77.45 | 114.85 | 147.55 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 143.39 | 2.46 | 159.42 | 81.8 | 114.07 | 147.19 | |
| Trans.Model Category=Temporal Model2026.05 | 147.62 | 2.52 | 164.44 | 81.1 | 117.81 | 147.73 | |
| LSTMModel Category=Temporal Model2026.05 | 216.26 | 3.74 | 228.49 | 159.3 | 173.01 | 148.22 | |
| DeepARModel Category=Temporal Model2026.05 | 219.77 | 3.8 | 231.84 | 164.4 | 175.82 | 148.23 |