30 day-ahead forecasting on PM2.5 in Delhi (JUN)
12.77MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 12.77 | 0.49 | 16.33 | 27.63 | 6.39 | 15.44 | |
| LSTMModel Category=Temporal Model2026.05 | 22.77 | 1.99 | 27.32 | 58.4 | 18.11 | 27.51 | |
| ARIMAModel Category=Temporal Model2026.05 | 23.59 | 2.2 | 27.23 | 45.1 | 6.85 | 26.06 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 24.78 | 2.24 | 28.29 | 73.6 | 19.8 | 27.49 | |
| DeepARModel Category=Temporal Model2026.05 | 26.79 | 2.39 | 30.91 | 75.1 | 21.39 | 28.16 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 27.43 | 2.47 | 30.66 | 85.5 | 21.94 | 27.8 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 27.94 | 2.66 | 32.84 | 52.91 | 9.29 | 31.62 | |
| NBeatsModel Category=Temporal Model2026.05 | 33.72 | 3.08 | 40.94 | 54 | 8.16 | 33.94 | |
| Trans.Model Category=Temporal Model2026.05 | 53.82 | 5.22 | 55.83 | 78.8 | 11.1 | 39.23 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 54.13 | 5.34 | 57.68 | 78 | 11.37 | 41.02 |