GraphSAGE with a dual-branch multimodal design and a k-closest-neighbor page graph performs best among tested GNNs for layout classification in Spanish official documents, but remains below a Random Forest baseline overall.
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Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
GraphSAGE with a dual-branch multimodal design and a k-closest-neighbor page graph performs best among tested GNNs for layout classification in Spanish official documents, but remains below a Random Forest baseline overall.