30 day-ahead forecasting on PM2.5 in Delhi (APR)
21.27MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 21.27 | 0.81 | 26.56 | 31.48 | 10.63 | 13.37 | |
| NBeatsModel Category=Temporal Model2026.05 | 22.44 | 1.2 | 28.55 | 33 | 14.01 | 37.15 | |
| ARIMAModel Category=Temporal Model2026.05 | 22.49 | 1.22 | 27.92 | 32.2 | 10.43 | 37.21 | |
| Trans.Model Category=Temporal Model2026.05 | 33.61 | 1.94 | 38.34 | 45.1 | 10.21 | 37.75 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 36.48 | 2.16 | 41.67 | 48.4 | 10.56 | 39.32 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 37.83 | 2.02 | 45.31 | 68.9 | 29.17 | 43.5 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 38.27 | 2.18 | 43.1 | 48.92 | 10.37 | 40.42 | |
| LSTMModel Category=Temporal Model2026.05 | 47.35 | 2.52 | 53.81 | 93.5 | 37.86 | 43.49 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 50.17 | 2.68 | 57.09 | 107.1 | 40.11 | 43.67 | |
| DeepARModel Category=Temporal Model2026.05 | 51.54 | 2.75 | 57.56 | 108.5 | 41.23 | 43.48 |