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VLMs struggle with Earth observation tasks involving complex land use, but a new dataset with nearly 10 million text annotations could change that.
Pixel-perfect geospatial reasoning is now possible, thanks to a vision-language model that adaptively fuses multi-modal and multi-temporal Earth observation data.