Forecasting on PM10 Mumbai APR-MAY-JUN
31.86MAENBeats
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NBeatsForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 31.86 | 44.21 | 0.69 | 38.48 | 20.03 | 23.65 | |
| GCSVRForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 35.12 | 44.64 | 1.77 | 41.38 | 19.95 | 28.72 | |
| GSTARForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 35.84 | 45.85 | 1.75 | 48.16 | 17.92 | 26.82 | |
| DeepARForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 37.39 | 48.5 | 1.82 | 45.66 | 13.76 | 28.92 | |
| ARIMAForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 39.15 | 45.92 | 1.91 | 43.27 | 12.37 | 27.62 | |
| STARMAForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 39.33 | 49.06 | 1.9 | 54.38 | 19.66 | 29.72 | |
| GpGpForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 40.72 | 48.02 | 2.08 | 45.03 | 20.36 | 29.36 | |
| STGCNForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 40.76 | 47.95 | 1.07 | 44.33 | 13.55 | 28.35 | |
| LSTMForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 41.26 | 53.87 | 2.03 | 53.58 | 20.63 | 27.87 | |
| TransformerForecasting Horizon=90 day-ahead, Station Aggregation=averaged across all monitoring stations2026.05 | 48.07 | 53.33 | 2.76 | 55.56 | 10.34 | 35.69 |