30 day-ahead forecasting on PM2.5 in Delhi (FEB)
36.04MAESTGCN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STGCNModel Category=Spatio-Temporal Model2026.05 | 36.04 | 1.23 | 47.79 | 31.87 | 22.58 | 52.5 | |
| ARIMAModel Category=Temporal Model2026.05 | 36.26 | 1.23 | 45.68 | 32 | 17.44 | 50.74 | |
| GCSVRModel Category=Proposed2026.05 | 36.98 | 1.41 | 46.43 | 31.81 | 18.49 | 27.19 | |
| Trans.Model Category=Temporal Model2026.05 | 37.45 | 1.27 | 50.23 | 33.1 | 24.6 | 54.57 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 37.82 | 1.31 | 49.05 | 33.5 | 21.67 | 53.89 | |
| NBeatsModel Category=Temporal Model2026.05 | 38.97 | 1.35 | 49.71 | 34 | 20.09 | 54.71 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 70.54 | 2.4 | 85.35 | 83.8 | 56.29 | 71.81 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 73.25 | 2.47 | 88.4 | 89.1 | 58.44 | 72.02 | |
| LSTMModel Category=Temporal Model2026.05 | 91.75 | 3.11 | 101.86 | 127.7 | 73.4 | 71.2 | |
| DeepARModel Category=Temporal Model2026.05 | 96.1 | 3.27 | 105.83 | 139.7 | 76.88 | 71.21 |