Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales

Daniel Kiv, Shaowen Wang

Location encoders transform geographic coordinates into high dimensional embeddings for downstream machine learning, but it is unclear how well these representations capture interp…