Precipitation Refinement on CONUS benchmark leaderboard · SOTA2 Research

Precipitation Refinement on CONUS

2.818RMSErNSP

Evaluation Results

Method	Links
NSP2026.04		2.818	1.444	0.393	0.076	0.478	0.527
GSMaP GC2026.04		2.942	1.473	0.737	0.147	0.375	0.49
Linear regression2026.04		2.967	1.457	0.709	0.17	0.299	0.189
IDW2026.04		2.987	1.474	0.645	0.145	0.352	0.157
ViT2026.04		3.059	1.53	0.687	0.116	0.411	0.118
CNP2026.04		3.115	1.575	0.699	0.116	0.34	0.014
U-Net2026.04		3.123	1.563	0.666	0.1	0.461	0.064
ConvCNP2026.04		3.135	1.596	0.684	0.1	0.475	0.053
Kriging2026.04		3.204	1.645	0.774	0.177	0.006	0.007
GSMaP2026.04		3.638	1.826	1.017	0.179	0.288	0.483
Cokriging2026.04		3.706	1.789	1.065	0.22	0.279	0.461
GWR2026.04		3.739	1.627	0.662	0.155	0.376	0.229
XGBoost2026.04		3.741	1.827	1.062	0.179	0.284	0.487
EMOS2026.04		3.885	1.844	1.115	0.179	0.305	0.478
Quantile mapping2026.04		4.073	2.012	0.885	0.173	0.288	0.479