Benchmark finds location encoders recover primary spatial coefficients consistently but secondary ones vary by scale, with raw-coordinate baseline competitive throughout.
In2019 IEEE/CVF International Conference on Computer Vision (ICCV)
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Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales
Benchmark finds location encoders recover primary spatial coefficients consistently but secondary ones vary by scale, with raw-coordinate baseline competitive throughout.