30 day-ahead forecasting on PM2.5 in Delhi (SEPT)
11.54MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 11.54 | 0.47 | 15.37 | 32.31 | 5.77 | 14.35 | |
| NBeatsModel Category=Temporal Model2026.05 | 19.66 | 2.12 | 24.1 | 44.8 | 7.06 | 23.4 | |
| LSTMModel Category=Temporal Model2026.05 | 20.76 | 2.15 | 25.72 | 57.1 | 15.62 | 26.35 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 22.3 | 2.34 | 29.16 | 63.9 | 15.88 | 27.29 | |
| ARIMAModel Category=Temporal Model2026.05 | 22.48 | 2.46 | 26.8 | 49.9 | 5.11 | 24.43 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 22.97 | 2.41 | 30.48 | 67.7 | 16.8 | 27.57 | |
| DeepARModel Category=Temporal Model2026.05 | 24.06 | 2.5 | 29.06 | 70.3 | 18.66 | 26.68 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 52.6 | 5.84 | 56.34 | 82.5 | 10.66 | 40.13 | |
| Trans.Model Category=Temporal Model2026.05 | 53.97 | 6.01 | 57.04 | 84.1 | 10.95 | 39.72 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 56.07 | 6.25 | 59.07 | 85.41 | 12.39 | 40.62 |