GeoMEB unifies 45 urban embedding tasks into a ranking protocol, and Geo-Embed, an instruction-conditioned vision-language embedder fine-tuned on it, tops the leaderboard.
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Geo-Embed: Towards Unified Multimodal Embeddings for Urban Understanding
GeoMEB unifies 45 urban embedding tasks into a ranking protocol, and Geo-Embed, an instruction-conditioned vision-language embedder fine-tuned on it, tops the leaderboard.