Regional Precipitation Forecasting (24 Hours lead time) on ERA5-CH regional forecast 0.25 degree
75.6SEEPSFourCastNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FourCastNetTrainable Params (M)=63.942025.09 | 75.6 | 21.3 | 0.299 | |
| PersistenceTrainable Params (M)=0.002025.09 | 72 | 16.8 | 0.387 | |
| Linear-ProbingTrainable Params (M)=0.002025.09 | 72 | 26.5 | 0.293 | |
| Bias-TuningTrainable Params (M)=0.782025.09 | 71.5 | 27.1 | 0.292 | |
| ClimaXTrainable Params (M)=117.322025.09 | 69.5 | 32.8 | 0.285 | |
| TADP OnlyTrainable Params (M)=2.122025.09 | 67.6 | 35.7 | 0.282 | |
| RepAdapterTrainable Params (M)=3.752025.09 | 67.5 | 34 | 0.283 | |
| VPTTrainable Params (M)=3.752025.09 | 66.6 | 35.6 | 0.281 | |
| MoATrainable Params (M)=8.622025.09 | 66.5 | 35.4 | 0.281 | |
| ResNetTrainable Params (M)=33.992025.09 | 66.4 | 34.2 | 0.283 | |
| VeRATrainable Params (M)=0.982025.09 | 66.3 | 36.5 | 0.28 | |
| DoRATrainable Params (M)=3.752025.09 | 66.2 | 37.2 | 0.279 | |
| FacT-TTTrainable Params (M)=2.732025.09 | 66.2 | 37.1 | 0.279 | |
| DoRATrainable Params (M)=57.922025.09 | 65.9 | 38.3 | 0.277 | |
| APromptTrainable Params (M)=4.342025.09 | 65 | 38.7 | 0.277 | |
| HydraLoRATrainable Params (M)=5.772025.09 | 65 | 39.3 | 0.276 | |
| ViTTrainable Params (M)=311.302025.09 | 64.6 | 38.9 | 0.276 | |
| AdaptFormerTrainable Params (M)=4.622025.09 | 64.3 | 37.8 | 0.278 | |
| LoRATrainable Params (M)=3.632025.09 | 63.4 | 41.5 | 0.273 | |
| SCTTrainable Params (M)=3.942025.09 | 61.6 | 43.9 | 0.269 | |
| CovpassTrainable Params (M)=4.922025.09 | 61.5 | 43.9 | 0.269 | |
| SFAS OnlyTrainable Params (M)=1.262025.09 | 61.2 | 44.3 | 0.269 | |
| AdaptFormerTrainable Params (M)=61.682025.09 | 59.9 | 43.8 | 0.269 | |
| SAMTrainable Params (M)=3.392025.09 | 59.8 | 45.7 | 0.267 | |
| U-NetTrainable Params (M)=19.892025.09 | 59.1 | 46.8 | 0.263 | |
| LoRATrainable Params (M)=57.802025.09 | 59 | 47.4 | 0.263 | |
| SSFTrainable Params (M)=3.922025.09 | 58.8 | 47.4 | 0.264 | |
| AuroraTrainable Params (M)=1239.942025.09 | 57.8 | 44.9 | 0.268 | |
| Child-Tuning_DTrainable Params (M)=3.392025.09 | 56.5 | 50 | 0.259 | |
| WeatherPEFTTrainable Params (M)=3.382025.09 | 51.5 | 55.9 | 0.247 | |
| Full-TuningTrainable Params (M)=1246.772025.09 | 45.2 | 58.6 | 0.241 | |
| WeatherPEFTTrainable Params (M)=52.372025.09 | 43.7 | 61.5 | 0.235 |