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ResearchFormerly WizWand

Regional Precipitation Forecasting (36 Hours lead time) on ERA5-CH regional forecast 0.25 degree

0.855SEEPSPersistence
0.512840.601670.69050.77933Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
PersistenceTrainable Params (M)=0.002025.090.8558.80.416
FourCastNetTrainable Params (M)=63.942025.090.82412.60.31
Linear-ProbingTrainable Params (M)=0.002025.090.7917.10.303
Bias-TuningTrainable Params (M)=0.782025.090.78317.70.302
ResNetTrainable Params (M)=33.992025.090.767210.3
ClimaXTrainable Params (M)=117.322025.090.75923.10.297
RepAdapterTrainable Params (M)=3.752025.090.75722.20.297
VPTTrainable Params (M)=3.752025.090.7523.50.296
TADP OnlyTrainable Params (M)=2.122025.090.7524.70.295
MoATrainable Params (M)=8.622025.090.74923.50.296
DoRATrainable Params (M)=3.752025.090.74824.60.294
FacT-TTTrainable Params (M)=2.732025.090.74724.60.294
DoRATrainable Params (M)=57.922025.090.74625.40.293
VeRATrainable Params (M)=0.982025.090.74425.60.293
HydraLoRATrainable Params (M)=5.772025.090.73426.80.292
APromptTrainable Params (M)=4.342025.090.73327.10.292
AdaptFormerTrainable Params (M)=4.622025.090.73125.80.293
LoRATrainable Params (M)=3.632025.090.72329.40.289
ViTTrainable Params (M)=311.302025.090.71729.20.29
SFAS OnlyTrainable Params (M)=1.262025.090.71629.40.289
SCTTrainable Params (M)=3.942025.090.70631.60.286
SAMTrainable Params (M)=3.392025.090.70429.90.289
CovpassTrainable Params (M)=4.922025.090.69732.60.285
AdaptFormerTrainable Params (M)=61.682025.090.69132.40.286
U-NetTrainable Params (M)=19.892025.090.68535.20.281
LoRATrainable Params (M)=57.802025.090.68135.30.282
SSFTrainable Params (M)=3.922025.090.6835.60.281
Child-Tuning_DTrainable Params (M)=3.392025.090.67236.40.28
AuroraTrainable Params (M)=1239.942025.090.6635.10.283
WeatherPEFTTrainable Params (M)=3.382025.090.61544.30.268
Full-TuningTrainable Params (M)=1246.772025.090.54248.10.263
WeatherPEFTTrainable Params (M)=52.372025.090.52651.80.256