30 day-ahead forecasting on PM2.5 in Delhi (JAN)
49.71MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 49.71 | 1.94 | 64.27 | 26.91 | 24.86 | 36.25 | |
| ARIMAModel Category=Temporal Model2026.05 | 54.88 | 0.96 | 71.18 | 31.2 | 35.68 | 78.95 | |
| NBeatsModel Category=Temporal Model2026.05 | 61.72 | 1.1 | 78.46 | 36.5 | 41.03 | 89.85 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 63.48 | 1.1 | 82.27 | 39.5 | 47.16 | 94.29 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 66.51 | 1.16 | 84.94 | 39.01 | 49.42 | 96.64 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 86.09 | 1.49 | 107.61 | 53.3 | 66.68 | 111.56 | |
| Trans.Model Category=Temporal Model2026.05 | 93.72 | 1.63 | 114.86 | 60.4 | 74.32 | 113.43 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 95.87 | 1.67 | 112.01 | 69.4 | 76.03 | 110.15 | |
| LSTMModel Category=Temporal Model2026.05 | 160.54 | 2.85 | 174.93 | 152.1 | 128.43 | 113.95 | |
| DeepARModel Category=Temporal Model2026.05 | 164.82 | 2.93 | 178.87 | 160.7 | 131.86 | 113.95 |