Regression on Geospatial tasks Regression benchmark leaderboard · SOTA2 Research

Regression on Geospatial tasks Regression

0.964R^2 (Temp)RANGE applied to TTE

Evaluation Results

Method	Links
RANGE applied to TTE2026.06		0.964	0.871	0.819	0.551	0.801
RANGE applied to TTE2026.06		0.958	0.871	0.819	0.555	0.801
TTE2026.06		0.946	0.839	0.79	0.532	0.777
TTE2026.06		0.946	0.839	0.79	0.532	0.777
SINR2026.06		0.942	0.644	0.726	0.42	0.683
RANGE+2026.06		0.931	0.851	0.811	0.336	0.732
GeoCLIP2026.06		0.916	0.604	0.698	0.708	0.732
TaxaBind2026.06		0.897	0.581	0.712	0.684	0.719
RANGE2026.06		0.895	0.844	0.799	0.422	0.74
SphereM+2026.06		0.886	0.294	0.421	0.543	0.536
CSP-FMoW2026.06		0.865	0.399	0.58	0.541	0.596
Wrap2026.06		0.861	0.085	0.328	0.239	0.378
Theory2026.06		0.849	0.093	0.33	0.254	0.382
SphereC+2026.06		0.842	0.26	0.392	0.544	0.51
SatCLIP2026.06		0.825	0.666	0.684	0.4	0.644
SatCLIP2026.06		0.825	0.666	0.684	0.4	0.644
CSP-INat2026.06		0.717	0.388	0.554	0.462	0.53
SphereM2026.06		0.629	0.139	0.302	0.423	0.373
SphereC2026.06		0.461	0.185	0.335	0.496	0.369
Direct2026.06		0.381	0.025	0.053	0.238	0.174
Cartesian 3D2026.06		0.362	0.03	0.162	0.24	0.199