30 day-ahead forecasting on Mumbai PM2.5 October
10.02MAENBeats
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NBeatsModel Category=Temporal Model2026.05 | 10.02 | 0.47 | 14.52 | 47.5 | 5.45 | 7.57 | |
| GCSVRModel Category=Proposed2026.05 | 10.31 | 1.22 | 13.27 | 48.07 | 6.58 | 8.5 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 10.7 | 1.23 | 13.85 | 48.86 | 5.35 | 11.13 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 14.58 | 1.64 | 17.8 | 70.59 | 7.29 | 10.95 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 14.89 | 1.68 | 18.29 | 72.47 | 7.44 | 12.52 | |
| LSTMModel Category=Temporal Model2026.05 | 14.99 | 1.68 | 18.13 | 73.89 | 7.5 | 9.02 | |
| Trans.Model Category=Temporal Model2026.05 | 15.66 | 2.44 | 18.07 | 47.99 | 5.28 | 10.69 | |
| ARIMAModel Category=Temporal Model2026.05 | 15.84 | 1.85 | 17.85 | 62.45 | 4.23 | 11.68 | |
| DeepARModel Category=Temporal Model2026.05 | 21.98 | 2.59 | 26.36 | 74.89 | 22.96 | 13.45 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 23.73 | 1.52 | 25.92 | 79.12 | 5.48 | 18.51 |