90 day-ahead forecasting on PM2.5 Delhi OCT-NOV-DEC
45.7MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 45.7 | 63.65 | 1.85 | 27.84 | 22.85 | 32.16 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 96.12 | 128.35 | 2.91 | 65.22 | 75.82 | 114.41 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 96.85 | 123.31 | 2.58 | 61.8 | 74.97 | 114.31 | |
| Trans.Model Category=Temporal Model2026.05 | 98.8 | 125.13 | 2.65 | 63.9 | 76.57 | 114.58 | |
| ARIMAModel Category=Temporal Model2026.05 | 99.14 | 126.15 | 2.66 | 64.3 | 78.49 | 114.8 | |
| NBeatsModel Category=Temporal Model2026.05 | 136.28 | 161.44 | 3.68 | 110.1 | 108.97 | 115.6 | |
| DeepARModel Category=Temporal Model2026.05 | 157.95 | 179.76 | 4.26 | 149.2 | 126.36 | 115.44 | |
| LSTMModel Category=Temporal Model2026.05 | 158.91 | 180.61 | 4.29 | 151.4 | 127.12 | 115.44 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 163.83 | 189.36 | 4.43 | 157.3 | 131.07 | 116.93 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 163.98 | 190.17 | 4.43 | 157.2 | 131.16 | 117.16 |