60-day ahead forecasting on PM2.5 Mumbai MAR-APR
11.95MAETrans.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Trans.Model Category=Temporal Model2026.05 | 11.95 | 14.25 | 1.75 | 29.91 | 3.96 | 8.22 | |
| NBeatsModel Category=Temporal Model2026.05 | 12.81 | 16.54 | 0.57 | 35.97 | 6.01 | 9.14 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 16.24 | 20.13 | 1.78 | 44.07 | 8.12 | 12.35 | |
| GCSVRModel Category=Proposed2026.05 | 16.61 | 19.94 | 1.85 | 43.63 | 9.07 | 12.53 | |
| ARIMAModel Category=Temporal Model2026.05 | 16.68 | 19.07 | 1.78 | 41.16 | 5.46 | 12.31 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 17.67 | 21.69 | 1.9 | 45.7 | 8.83 | 13.92 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 17.86 | 20.61 | 1.03 | 42.65 | 6.24 | 13.01 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 18.8 | 21.21 | 2.08 | 45.64 | 9.4 | 13.71 | |
| DeepARModel Category=Temporal Model2026.05 | 19.76 | 23.87 | 2.17 | 47.36 | 15.53 | 11.61 | |
| LSTMModel Category=Temporal Model2026.05 | 22.57 | 27.68 | 2.49 | 55.83 | 11.29 | 11.09 |