30 day-ahead forecasting on Mumbai PM2.5 May
12.73MAESTARMA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STARMAModel Category=Spatio-Temporal Model2026.05 | 12.73 | 1.46 | 20.9 | 38.8 | 6.36 | 12.31 | |
| GCSVRModel Category=Proposed2026.05 | 14.06 | 1.61 | 22.54 | 40.26 | 7.09 | 11.62 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 16.39 | 1.77 | 23.98 | 47.89 | 8.2 | 11.89 | |
| NBeatsModel Category=Temporal Model2026.05 | 16.64 | 0.74 | 40.37 | 46.23 | 6.87 | 14.94 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 19.44 | 2.24 | 26.32 | 56.02 | 9.72 | 14.7 | |
| Trans.Model Category=Temporal Model2026.05 | 20.24 | 2.94 | 20.95 | 61.74 | 4.05 | 17.21 | |
| ARIMAModel Category=Temporal Model2026.05 | 23.58 | 2.54 | 30.62 | 63.11 | 6.76 | 15.83 | |
| DeepARModel Category=Temporal Model2026.05 | 25 | 2.79 | 34.14 | 65.83 | 24.52 | 16.66 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 26.39 | 1.53 | 33.66 | 67.75 | 7.55 | 21.08 | |
| LSTMModel Category=Temporal Model2026.05 | 26.92 | 3.02 | 36.82 | 69.99 | 13.46 | 16.13 |