Precipitation Nowcasting on ARSO (test)
42CSI-MFlowCast
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FlowCastForecast Window=12 steps2025.11 | 42 | 0.0209 | 51.4 | 73.8 | 53.5 | 42.2 | — | — | — | — | — | — | |
| SimVPForecast Window=12 steps2025.11 | 41.5 | 0.0267 | 46.2 | 69.9 | 52.6 | 40.1 | — | — | — | — | — | — | |
| EarthformerForecast Window=12 steps2025.11 | 40.3 | 0.027 | 43.9 | 69.1 | 51.2 | 40.9 | — | — | — | — | — | — | |
| U-NetForecast Window=12 steps2025.11 | 39.9 | 0.0264 | 43.2 | 65.9 | 50.5 | 37.1 | — | — | — | — | — | — | |
| CasCastForecast Window=12 steps2025.11 | 37.3 | 0.0253 | 51.1 | 71.2 | 48.3 | 48.8 | — | — | — | — | — | — | |
| PreDiffForecast Window=12 steps2025.11 | 36.9 | 0.0211 | 41.1 | 61.4 | 47.1 | 40 | — | — | — | — | — | — | |
| EarthfarseerForecast Window=12 steps2025.11 | 36.8 | 0.028 | 40.6 | 58.8 | 46.3 | 35.8 | — | — | — | — | — | — | |
| FlowCastForecast Lead Time=+65 min2025.11 | 31.5 | — | — | — | — | — | 7.3 | — | — | — | — | — | |
| SimVPForecast Lead Time=+65 min2025.11 | 28.8 | — | — | — | — | — | 2.9 | — | — | — | — | — | |
| CasCastForecast Lead Time=+65 min2025.11 | 27.7 | — | — | — | — | — | 5.7 | — | — | — | — | — | |
| EarthformerForecast Lead Time=+65 min2025.11 | 27.4 | — | — | — | — | — | 1 | — | — | — | — | — | |
| U-NetForecast Lead Time=+65 min2025.11 | 26 | — | — | — | — | — | 1.1 | — | — | — | — | — | |
| PreDiffForecast Lead Time=+65 min2025.11 | 24.1 | — | — | — | — | — | 1 | — | — | — | — | — | |
| EarthfarseerForecast Lead Time=+65 min2025.11 | 23.3 | — | — | — | — | — | 0.4 | — | — | — | — | — | |
| CasCastforecast_steps=122025.11 | — | — | — | — | — | — | 14.2 | 20.2 | 32 | 23.5 | 64.7 | 69.4 | |
| Earthfarseerforecast_steps=122025.11 | — | — | — | — | — | — | 10.4 | 15.9 | 24.5 | 16.4 | 44.5 | 44.9 | |
| Earthformerforecast_steps=122025.11 | — | — | — | — | — | — | 14.5 | 21.6 | 33.5 | 23.1 | 53.1 | 55.3 | |
| FlowCastforecast_steps=122025.11 | — | — | — | — | — | — | 18.3 | 25.4 | 38.8 | 29.1 | 54.7 | 58.9 | |
| PreDiffforecast_steps=122025.11 | — | — | — | — | — | — | 11.8 | 17.6 | 27.7 | 19.3 | 52 | 56.6 | |
| SimVPforecast_steps=122025.11 | — | — | — | — | — | — | 16.2 | 23.8 | 36.2 | 25.4 | 50.7 | 54 | |
| U-Netforecast_steps=122025.11 | — | — | — | — | — | — | 14.5 | 20.9 | 31.8 | 22.6 | 47.4 | 50.5 |