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Statistical Downscaling on ERA5 Synthetic 2.5° x10 scaling

0.13MAEESRGAN
0.10640.26570.4250.5843Jan 29, 2026

Evaluation results

MethodLinks
ESRGANlearning_mode=supervised2026.010.130.25
CorrDifflearning_mode=supervised2026.010.130.25
ZSSDEvaluation Protocol=Paired Task (Synthetic), Scaling Factor=x102026.010.150.29
SwinIRlearning_mode=supervised2026.010.150.27
DPSEvaluation Protocol=Paired Task (Synthetic), Scaling Factor=x102026.010.230.38
DDRMEvaluation Protocol=Paired Task (Synthetic), Scaling Factor=x102026.010.270.43
BCSDEvaluation Protocol=Paired Task (Synthetic), Scaling Factor=x102026.010.71.13
BILINEAREvaluation Protocol=Paired Task (Synthetic), Scaling Factor=x102026.010.721.15