90 day-ahead forecasting on PM2.5 Delhi JULY-AUG-SEPT
11.69MAEGCSVR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 11.69 | 15.23 | 0.46 | 33.5 | 5.85 | 16.73 | |
| DeepARModel Category=Temporal Model2026.05 | 19.75 | 23.78 | 2.31 | 62.5 | 15.51 | 23.49 | |
| LSTMModel Category=Temporal Model2026.05 | 20.14 | 24.13 | 2.36 | 64.3 | 15.84 | 23.5 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 29.92 | 34.54 | 3.56 | 132.7 | 23.72 | 24.1 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 31.89 | 35.94 | 3.8 | 146.5 | 25.46 | 23.93 | |
| ARIMAModel Category=Temporal Model2026.05 | 37 | 40.83 | 4.64 | 68.3 | 7.71 | 30.49 | |
| NBeatsModel Category=Temporal Model2026.05 | 41.07 | 47.51 | 5.17 | 69.8 | 8.72 | 34.56 | |
| Trans.Model Category=Temporal Model2026.05 | 61.16 | 62.78 | 7.69 | 93.2 | 12.32 | 40.74 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 61.83 | 64.02 | 7.76 | 93.1 | 12.43 | 41.48 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 63.09 | 64.92 | 7.92 | 94.02 | 13.71 | 42.08 |