Precipitation Forecasting on Ban Nhung Basin
0.357MAE (1h)MP-MoE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MP-MoElambda=0.6, Category=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.357 | 3.639 | 7.091 | 13.764 | 805 | 21.6 | |
| QRACategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.44 | 5.065 | 10.009 | 19.734 | 1,117.9 | 1.2 | |
| HGBCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.501 | 5.824 | 11.446 | 22.458 | 1,531.9 | 0.4 | |
| Linear RegCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.503 | 5.741 | 11.236 | 21.945 | 1,296.9 | 3.1 | |
| EnsembleCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.546 | 6.363 | 12.53 | 24.601 | 1,626.4 | 0.4 | |
| LSTMCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.584 | 6.026 | 11.836 | 23.271 | 997 | 2.4 | |
| ETABMJ_D02Category=Physics-Based Expert2026.03 | 0.592 | 5.527 | 10.641 | 20.078 | 1,928.4 | 12.1 | |
| RFRCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.595 | 6.919 | 13.62 | 26.657 | 1,369.1 | 7 | |
| XGBoostCategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.622 | 7.092 | 13.926 | 27.11 | 1,325.8 | 8 | |
| COMSCategory=Physics-Based Expert2026.03 | 0.669 | 7.243 | 14.246 | 27.739 | 2,074 | 6.8 | |
| GFSCategory=Physics-Based Expert2026.03 | 0.689 | 7.536 | 14.948 | 29.338 | 1,985.9 | 4.1 | |
| LINBMJ_D02Category=Physics-Based Expert2026.03 | 0.692 | 6.534 | 12.656 | 24.086 | 2,339 | 11.3 | |
| BMACategory=Learning-based Model, Protocol=Mean ± STD over five independent runs2026.03 | 0.741 | 7.934 | 15.642 | 30.258 | 1,998.1 | 6.2 | |
| ETAG3_D02Category=Physics-Based Expert2026.03 | 0.778 | 8.264 | 16.252 | 31.744 | 2,257.2 | 10.6 | |
| LING3_D02Category=Physics-Based Expert2026.03 | 0.85 | 9.042 | 17.817 | 34.733 | 2,684.3 | 9.6 | |
| ETAKF_D02Category=Physics-Based Expert2026.03 | 0.859 | 9.104 | 17.813 | 34.73 | 2,609.6 | 11.6 | |
| MIT_D02Category=Physics-Based Expert2026.03 | 1 | 10.93 | 21.536 | 41.996 | 2,936.9 | 11.2 | |
| LINKF_D02Category=Physics-Based Expert2026.03 | 1.014 | 10.953 | 21.511 | 41.75 | 3,007.4 | 10.9 |