30-day ahead forecasting on PM10 in Delhi OCT
39.38MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 39.38 | 0.92 | 50.89 | 20.1 | 19.69 | 32.04 | |
| ARIMAModel Category=Temporal Model2026.05 | 56.62 | 1.54 | 76.41 | 25 | 38.14 | 93.92 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 60.1 | 1.64 | 79.08 | 26.74 | 40.09 | 95.93 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 67.79 | 1.8 | 88.08 | 30.2 | 47.51 | 105.7 | |
| Trans.Model Category=Temporal Model2026.05 | 81.46 | 2.17 | 101.38 | 37.9 | 62.31 | 119.26 | |
| NBeatsModel Category=Temporal Model2026.05 | 94.69 | 2.61 | 114.3 | 47.6 | 74.59 | 133.38 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 118.95 | 3.29 | 147.03 | 65.6 | 94.7 | 141.89 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 120.44 | 3.27 | 148.51 | 66.2 | 95.89 | 141.47 | |
| DeepARModel Category=Temporal Model2026.05 | 206.32 | 5.75 | 217.78 | 162.8 | 165.06 | 139.86 | |
| LSTMModel Category=Temporal Model2026.05 | 214.64 | 6 | 225.67 | 176.9 | 171.71 | 139.86 |