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Regression on Geospatial tasks Regression

0.964R^2 (Temp)RANGE applied to TTE
0.337920.500460.6630.82554Jun 25, 2026

Evaluation results

MethodLinks
RANGE applied to TTEConfiguration=semantic + geodesic2026.060.9640.8710.8190.5510.801
RANGE applied to TTEConfiguration=semantic2026.060.9580.8710.8190.5550.801
TTEConfiguration=parametric only2026.060.9460.8390.790.5320.777
TTE2026.060.9460.8390.790.5320.777
SINR2026.060.9420.6440.7260.420.683
RANGE+Configuration=applied to SatCLIP2026.060.9310.8510.8110.3360.732
GeoCLIP2026.060.9160.6040.6980.7080.732
TaxaBind2026.060.8970.5810.7120.6840.719
RANGEConfiguration=applied to SatCLIP2026.060.8950.8440.7990.4220.74
SphereM+variant=+2026.060.8860.2940.4210.5430.536
CSP-FMoW2026.060.8650.3990.580.5410.596
Wrap2026.060.8610.0850.3280.2390.378
Theory2026.060.8490.0930.330.2540.382
SphereC+variant=+2026.060.8420.260.3920.5440.51
SatCLIPConfiguration=parametric only2026.060.8250.6660.6840.40.644
SatCLIP2026.060.8250.6660.6840.40.644
CSP-INat2026.060.7170.3880.5540.4620.53
SphereM2026.060.6290.1390.3020.4230.373
SphereC2026.060.4610.1850.3350.4960.369
Direct2026.060.3810.0250.0530.2380.174
Cartesian 3D2026.060.3620.030.1620.240.199