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Location encoders excel at recovering primary spatial effects, but struggle with secondary effects, especially at larger scales, challenging assumptions about their interpretability.
Smart Search outperforms traditional retrieval methods, achieving superior answer quality and evidence coverage for complex geospatial queries.
Forget brittle multi-hop reasoning: TaSR-RAG's taxonomy-guided triple matching boosts RAG performance by 14% without costly graph construction.
A single model now handles both image and video sketch colorization with high fidelity and temporal consistency, outperforming specialized methods.
