30-day Ahead Forecasting on PM10 in Delhi FEB
55.45MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 55.45 | 1.23 | 70.56 | 24.32 | 27.72 | 41.6 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 57.98 | 1.23 | 74.1 | 24.96 | 38.28 | 92.88 | |
| ARIMAModel Category=Temporal Model2026.05 | 59.32 | 1.25 | 77.99 | 25.4 | 42.62 | 96.23 | |
| NBeatsModel Category=Temporal Model2026.05 | 68.89 | 1.5 | 83.55 | 29.5 | 34.85 | 101.07 | |
| Trans.Model Category=Temporal Model2026.05 | 102.77 | 2.14 | 122.29 | 49.8 | 81.67 | 135.78 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 106.83 | 2.22 | 125.72 | 52.6 | 85.05 | 137.02 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 153.76 | 3.32 | 171.4 | 93.3 | 122.95 | 144.32 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 157.65 | 3.38 | 175.5 | 96.7 | 126.07 | 144.43 | |
| DeepARModel Category=Temporal Model2026.05 | 216.1 | 4.68 | 226.5 | 169 | 172.88 | 143.52 | |
| LSTMModel Category=Temporal Model2026.05 | 218.02 | 4.72 | 228.33 | 172.1 | 174.42 | 143.51 |