A vision-language model for Earth observation that adds numeric biomass regression to generative question answering, with R^2 up to 0.36 and patch counting still failing.
M3leo: A multi-modal, multi-label earth observation dataset integrating interfero- metric sar and multispectral data
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REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation
A vision-language model for Earth observation that adds numeric biomass regression to generative question answering, with R^2 up to 0.36 and patch counting still failing.