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ResearchFormerly WizWand

Regional Precipitation Forecasting (12 Hours lead time) on ERA5-CH regional forecast 0.25 degree

0.695SEEPSPersistence
0.286280.392390.49850.60461Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
PersistenceTrainable Params (M)=0.002025.090.69526.50.371
FourCastNetTrainable Params (M)=63.942025.090.6437.60.279
ClimaXTrainable Params (M)=117.322025.090.5948.70.26
Linear-ProbingTrainable Params (M)=0.002025.090.58146.40.266
Bias-TuningTrainable Params (M)=0.782025.090.57347.40.265
ViTTrainable Params (M)=311.302025.090.5649.90.257
ResNetTrainable Params (M)=33.992025.090.55149.90.259
TADP OnlyTrainable Params (M)=2.122025.090.54952.30.256
RepAdapterTrainable Params (M)=3.752025.090.53453.20.254
FacT-TTTrainable Params (M)=2.732025.090.52555.30.249
VeRATrainable Params (M)=0.982025.090.52455.10.25
VPTTrainable Params (M)=3.752025.090.522550.25
APromptTrainable Params (M)=4.342025.090.52155.40.249
MoATrainable Params (M)=8.622025.090.51556.30.246
DoRATrainable Params (M)=3.752025.090.51357.40.244
DoRATrainable Params (M)=57.922025.090.51257.60.244
HydraLoRATrainable Params (M)=5.772025.090.5157.10.245
AdaptFormerTrainable Params (M)=4.622025.090.49957.70.243
LoRATrainable Params (M)=3.632025.090.49559.20.24
CovpassTrainable Params (M)=4.922025.090.48560.60.237
SCTTrainable Params (M)=3.942025.090.48160.70.237
AuroraTrainable Params (M)=1239.942025.090.4758.90.241
U-NetTrainable Params (M)=19.892025.090.46763.90.225
SSFTrainable Params (M)=3.922025.090.45963.10.231
SFAS OnlyTrainable Params (M)=1.262025.090.45963.40.231
AdaptFormerTrainable Params (M)=61.682025.090.45862.30.232
LoRATrainable Params (M)=57.802025.090.44964.80.226
SAMTrainable Params (M)=3.392025.090.42167.30.22
Child-Tuning_DTrainable Params (M)=3.392025.090.40769.40.214
WeatherPEFTTrainable Params (M)=3.382025.090.36874.20.198
Full-TuningTrainable Params (M)=1246.772025.090.30479.70.178
WeatherPEFTTrainable Params (M)=52.372025.090.30280.50.174