30 day-ahead forecasting on PM2.5 in Delhi (AUG)
9.99MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 9.99 | 0.4 | 12.98 | 27.82 | 5 | 14.45 | |
| LSTMModel Category=Temporal Model2026.05 | 16.06 | 2.3 | 19.01 | 45.9 | 12.54 | 21.45 | |
| NBeatsModel Category=Temporal Model2026.05 | 18.38 | 2.98 | 22.64 | 38.4 | 5.59 | 21.37 | |
| DeepARModel Category=Temporal Model2026.05 | 19.67 | 2.87 | 22.42 | 61.1 | 15.63 | 23.31 | |
| ARIMAModel Category=Temporal Model2026.05 | 20 | 3.25 | 22.2 | 44 | 4.66 | 20.38 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 20.52 | 3.06 | 24.71 | 67.4 | 15.65 | 24.02 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 25.65 | 3.84 | 28.93 | 94.2 | 20.45 | 23.97 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 51.29 | 8.63 | 52.64 | 82.54 | 11.4 | 35.56 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 58.39 | 9.78 | 59.55 | 89.2 | 11.75 | 38.91 | |
| Trans.Model Category=Temporal Model2026.05 | 60.41 | 10.15 | 61.48 | 90.7 | 12.17 | 39.88 |