Climate Variable Prediction on ERA5 benchmark leaderboard · SOTA2 Research

Climate Variable Prediction on ERA5

0.99Mean Temp ScoreRANGE+

Evaluation Results

Method	Links
RANGE+2025.02		0.99	0.985	0.984	0.988	0.815	0.896	0.742	0.772	0.896
CSP-INat2025.02		0.987	0.897	0.886	0.857	0.534	0.307	0.413	0.386	0.658
SINR2025.02		0.982	0.975	0.976	0.977	0.758	0.706	0.726	0.694	0.849
RANGE2025.02		0.975	0.972	0.966	0.972	0.759	0.888	0.741	0.717	0.873
GeoCLIP2025.02		0.96	0.953	0.948	0.954	0.591	0.651	0.502	0.529	0.761
CSP2025.02		0.944	0.933	0.94	0.918	0.61	0.427	0.499	0.55	0.727
SatCLIP2025.02		0.904	0.9	0.887	0.894	0.497	0.743	0.488	0.455	0.721