30-day ahead forecasting on PM10 in Delhi JULY
22.24MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 22.24 | 0.5 | 27.88 | 27.86 | 11.12 | 25.12 | |
| NBeatsModel Category=Temporal Model2026.05 | 30.07 | 1.65 | 36.78 | 36.9 | 10.36 | 38.46 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 31.8 | 1.66 | 38.07 | 46.7 | 22.67 | 43.11 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 38.87 | 2.01 | 46.32 | 62.1 | 30.43 | 46.71 | |
| DeepARModel Category=Temporal Model2026.05 | 57.24 | 3.05 | 63.07 | 110.2 | 45.79 | 47.7 | |
| LSTMModel Category=Temporal Model2026.05 | 60 | 3.21 | 65.6 | 120.1 | 48 | 47.71 | |
| Trans.Model Category=Temporal Model2026.05 | 72.83 | 4.37 | 77.47 | 69.5 | 14.95 | 58.41 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 96.52 | 5.83 | 103.92 | 79.9 | 20.41 | 72.39 | |
| ARIMAModel Category=Temporal Model2026.05 | 101.08 | 5.72 | 108.53 | 81.1 | 20.77 | 74.62 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 125.26 | 7.09 | 128.13 | 93.13 | 26.11 | 83.19 |