60-day ahead forecasting on PM2.5 Mumbai (JAN-FEB)
11.73MAETrans.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Trans.Model Category=Temporal Model2026.05 | 11.73 | 15.33 | 1.72 | 23.58 | 7.9 | 8.56 | |
| ARIMAModel Category=Temporal Model2026.05 | 16.76 | 19.91 | 1.82 | 36.32 | 8.11 | 12.9 | |
| GCSVRModel Category=Proposed2026.05 | 18.45 | 22.17 | 1.98 | 40.47 | 10.37 | 13.93 | |
| NBeatsModel Category=Temporal Model2026.05 | 18.83 | 25.71 | 0.86 | 41 | 11.49 | 13.91 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 19.58 | 23.26 | 1.14 | 40.8 | 10.07 | 14.3 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 19.81 | 23.45 | 2.06 | 43.49 | 9.91 | 15.13 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 22.44 | 26.26 | 2.28 | 50.51 | 11.22 | 17.17 | |
| DeepARModel Category=Temporal Model2026.05 | 22.56 | 27.13 | 2.41 | 48.26 | 11.95 | 14.98 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 22.62 | 26.33 | 2.54 | 47.06 | 11.31 | 15.87 | |
| LSTMModel Category=Temporal Model2026.05 | 25.2 | 30.73 | 2.72 | 55.42 | 12.6 | 14.1 |