30-day Ahead Forecasting on PM10 in Delhi JAN
74.04MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 74.04 | 0.84 | 94.76 | 25.15 | 37.02 | 53.72 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 82.99 | 1.02 | 110.33 | 29.7 | 58.43 | 133.98 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 86.54 | 1.09 | 109.86 | 30.3 | 44.33 | 125.78 | |
| NBeatsModel Category=Temporal Model2026.05 | 87.24 | 1.1 | 112.07 | 30.8 | 49.21 | 126.42 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 94.94 | 1.18 | 123.03 | 34.22 | 66.8 | 140.99 | |
| ARIMAModel Category=Temporal Model2026.05 | 99.31 | 1.23 | 126.85 | 35.9 | 73.38 | 148.08 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 121.4 | 1.49 | 147.81 | 47.1 | 95.66 | 166.91 | |
| Trans.Model Category=Temporal Model2026.05 | 165.16 | 2.05 | 192.87 | 70.5 | 131.76 | 181.6 | |
| DeepARModel Category=Temporal Model2026.05 | 275.41 | 3.45 | 293.53 | 174.6 | 220.33 | 181.85 | |
| LSTMModel Category=Temporal Model2026.05 | 276.07 | 3.46 | 294.14 | 175.5 | 220.85 | 181.85 |