90 day-ahead forecasting on PM2.5 Delhi APR-MAY-JUN
20.84MAEGCSVR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 20.84 | 28.01 | 0.82 | 32.24 | 10.42 | 20.89 | |
| NBeatsModel Category=Temporal Model2026.05 | 25.3 | 30.93 | 1.42 | 40.8 | 10.78 | 37.64 | |
| Trans.Model Category=Temporal Model2026.05 | 40.92 | 58 | 2.39 | 58 | 10.34 | 39.77 | |
| DeepARModel Category=Temporal Model2026.05 | 43.16 | 51.84 | 2.38 | 96.5 | 34.52 | 39.29 | |
| ARIMAModel Category=Temporal Model2026.05 | 44.46 | 50.55 | 2.55 | 59.9 | 10.97 | 43.12 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 45.87 | 51.03 | 2.64 | 61.84 | 11.83 | 42.44 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 47.06 | 54.56 | 2.62 | 133.6 | 37.29 | 39.06 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 47.07 | 52.37 | 2.81 | 63.5 | 11.54 | 43.32 | |
| LSTMModel Category=Temporal Model2026.05 | 47.61 | 55.62 | 2.63 | 116.2 | 38.09 | 39.28 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 52.92 | 59.96 | 2.95 | 157.2 | 42.32 | 39.09 |