Precipitation Forecasting on Song Chay Basin
0.282MAE (1h)MP-MoE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MP-MoElambda=0.6, Category=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.282 | 3.106 | 6.1 | 11.792 | 1,346.3 | 17.4 | |
| ICONCategory=Physics-Based Expert2026.03 | 0.405 | 4.662 | 9.159 | 17.707 | 2,692.5 | 2.5 | |
| GFSCategory=Physics-Based Expert2026.03 | 0.459 | 5.077 | 9.884 | 18.824 | 2,780.2 | 4.4 | |
| COMSCategory=Physics-Based Expert2026.03 | 0.5 | 5.442 | 10.44 | 19.534 | 2,992.9 | 6.8 | |
| BMACategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.522 | 5.843 | 11.416 | 21.914 | 3,274.2 | 1.7 | |
| QRACategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.528 | 6.116 | 11.92 | 22.723 | 2,852.5 | 2.5 | |
| WRF84HCategory=Physics-Based Expert2026.03 | 0.585 | 6.209 | 12.037 | 22.463 | 3,879.2 | 8.3 | |
| MIT_D01Category=Physics-Based Expert2026.03 | 0.666 | 7.5 | 14.537 | 27.848 | 3,729.4 | 5.6 | |
| MITCategory=Physics-Based Expert2026.03 | 0.703 | 7.825 | 15.192 | 28.63 | 4,037.7 | 7.1 | |
| HGBCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.927 | 10.719 | 20.891 | 39.796 | 5,570.7 | 6.2 | |
| Linear RegCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 1.034 | 12.023 | 23.436 | 44.651 | 4,417.1 | 3.4 | |
| EnsembleCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 1.105 | 12.8 | 25.016 | 47.882 | 5,474.3 | 7.3 | |
| RFRCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 1.75 | 20.272 | 39.935 | 78.289 | 7,711.3 | 7.4 | |
| LSTMCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 1.839 | 20.019 | 39.182 | 76.215 | 9,840.5 | 7.9 | |
| XGBoostCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 1.866 | 20.359 | 40 | 77.932 | 10,052.2 | 7.4 |