Precipitation nowcasting on Xinjiang dataset
46.4CSI (gamma >= 10)MambaRain
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MambaRainLoss=Spectral Loss2026.05 | 46.4 | 42.8 | 35.7 | 44.9 | 41.7 | 35 | 22 | 27.6 | 34.2 | 53.7 | 51.2 | 43.8 | |
| SprogLoss=-2026.05 | 45.3 | 41.4 | 35.7 | 43.4 | 39.9 | 35 | 36.4 | 42.2 | 48.2 | 61.1 | 59.3 | 53.7 | |
| OptFlowLoss=-2026.05 | 40.3 | 34.3 | 27.5 | 38.1 | 32.8 | 26.6 | 44.2 | 50.5 | 58.4 | 59.1 | 52.9 | 44.8 | |
| AA-TransUnetLoss=MSE2026.05 | 37.1 | 32.8 | 25.5 | 35.6 | 31.8 | 24.9 | 22.3 | 26.5 | 34.7 | 41.5 | 37.2 | 29.5 | |
| TrajGRULoss=MSE2026.05 | 37 | 32.8 | 26.2 | 35.5 | 31.8 | 25.6 | 22.5 | 27.4 | 35.2 | 41.5 | 37.5 | 30.5 | |
| EarthformerLoss=MSE2026.05 | 36.9 | 32.7 | 19.5 | 35.4 | 31.6 | 19.1 | 24 | 29 | 32.5 | 41.7 | 37.7 | 21.6 | |
| MambaUnetLoss=MSE2026.05 | 32.9 | 29.2 | 20.9 | 31.5 | 28.2 | 20.4 | 20 | 25.9 | 39.4 | 35.8 | 32.5 | 24.2 |