GeoGrid-Bench evaluates 11 foundation models on 3,200 expert-curated questions about gridded climate data across 16 variables, finding vision-language models strongest and code generation weakest.
LLM-assisted modeling and simulations for public sector decision-making: Bridging climate data and policy insights
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GeoGrid-Bench: Can Foundation Models Understand Multimodal Gridded Geo-Spatial Data?
GeoGrid-Bench evaluates 11 foundation models on 3,200 expert-curated questions about gridded climate data across 16 variables, finding vision-language models strongest and code generation weakest.