Precipitation Nowcasting on Southeast China dataset
61.9CSI (gamma >= 10)MambaRain
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MambaRainLoss=Spectral Loss2026.05 | 61.9 | 59 | 53.6 | 41.8 | 55.8 | 54.1 | 50.5 | 40.7 | 14.9 | 16.9 | 20.5 | 26.2 | 78.8 | 21.696 | 0.03 | |
| SprogLoss=-2026.05 | 56.1 | 52.8 | 47.1 | 36.8 | 48.6 | 46.7 | 43.3 | 35.4 | 26.6 | 30.7 | 35.2 | 44.6 | 36.7 | 12.16 | 0.27 | |
| TrajGRULoss=MSE2026.05 | 55.7 | 51.8 | 47 | 33.9 | 49.1 | 46.6 | 43.8 | 32.8 | 17.7 | 19.2 | 22.7 | 27 | 73.4 | 20.843 | 0.034 | |
| AA-TransUnetLoss=MSE2026.05 | 54.9 | 51.5 | 46.6 | 34.9 | 48.3 | 46.3 | 43.4 | 33.9 | 18.2 | 20 | 23 | 28.9 | 71.8 | 20.725 | 0.034 | |
| OptFlowLoss=-2026.05 | 54.8 | 51.3 | 45.8 | 34.2 | 46.8 | 45 | 41.8 | 32.7 | 30.3 | 32.9 | 37.2 | 48.2 | 69.2 | 19.374 | 0.04 | |
| MambaUnetLoss=MSE2026.05 | 50.9 | 46.1 | 41.2 | 28.4 | 44.2 | 40.9 | 38 | 27.4 | 19 | 21.3 | 25.6 | 31 | 67.9 | 20.021 | 0.037 | |
| EarthformerLoss=MSE2026.05 | 47.5 | 42.8 | 36.3 | 23.6 | 40.6 | 37.5 | 33.1 | 22.6 | 22.2 | 24.5 | 29.5 | 38.5 | 63 | 19.182 | 0.04 | |
| DiffcastLoss=-2026.05 | 45.9 | 37.1 | 30.7 | 24.5 | 40.1 | 32.7 | 26.6 | 21.2 | 39.3 | 52.5 | 61.1 | 68.9 | 38.7 | 19.079 | 2.148 |